We study the asymptotic behavior of Stiefel–Whitney classes of irreducible orthogonal representations of the finite general linear groups \(\operatorname{GL}_n(\mathbb{F}_q)\). Building on recent formulas expressing
these classes in terms of character values at elements of order dividing \(2\), we relate questions about characteristic classes to problems of \(2\)-adic divisibility of character values.
For fixed odd \(q\), we show that as \(n \to \infty\), the values of irreducible orthogonal characters become highly divisible by powers of \(2\) for almost
all representations. As a consequence, the proportion of irreducible orthogonal representations with trivial first and second Stiefel–Whitney classes tends to \(1\), and if \(q \equiv 1
\pmod{4}\), the same holds for the fourth Stiefel–Whitney class. In particular, almost all orthogonal representations are spinorial in the large rank limit. In contrast, when the rank is fixed and \(q \to \infty\),
the behavior is markedly different. Focusing on \(\operatorname{GL}_2(\mathbb{F}_q)\), we show that the second Stiefel–Whitney class vanishes with limiting probability \(3/8\) among
irreducible orthogonal representations.
The study of characteristic classes of group representations occupies a central position at the interface of algebra, topology, and representation theory. Among these, the Stiefel–Whitney classes of real representations encode subtle arithmetic and
geometric information, ranging from lifting problems to the topology of classifying spaces. In recent years, there has been growing interest in understanding these invariants for representations of finite groups of Lie type, particularly through explicit
formulas in terms of character values on elements of small order (see for instance [1]–[5]).
A general philosophy emerging from topology suggests that low-degree characteristic classes of large-dimensional objects tend to exhibit vanishing phenomena. This principle has been made precise in several settings. For instance, in the case of
symmetric groups, results of Ayyer–Prasad–Spallone [6] and Ganguly–Spallone [7] show that, asymptotically, almost all irreducible representations are not only achiral (i.e.have trivial first Stiefel–Whitney class), but are in fact spinorial, with both \(w_1\) and
\(w_2\) vanishing with probability tending to \(1\) as the rank grows.
The purpose of this paper is to establish analogous asymptotic vanishing results for irreducible orthogonal representations of the finite general linear groups \(\operatorname{GL}_n(\mathbb{F}_q)\), as the rank \(n \to \infty\) with \(q\) fixed. Our approach builds on recent work expressing Stiefel–Whitney classes of real representations in terms of character values evaluated at elements of order
dividing \(2\). These formulas reduce questions about characteristic classes to problems concerning congruences and divisibility properties of character values. The main technical input of the paper is a family of
asymptotic divisibility results for irreducible characters of \(\operatorname{GL}_n(\mathbb{F}_q)\). More precisely, we show that for any fixed element \(g\) in a smaller general linear
group, the values of irreducible orthogonal characters evaluated at \(g\) become highly divisible by powers of \(2\) for almost all representations as \(n \to
\infty\). This leverages techniques developed by Shah and Spallone [8] who study asymptotic divisibility questions for all
irreducible representations of \(\operatorname{GL}_n(\mathbb{F}_q)\) (as \(n\rightarrow \infty\)) and ultimately relies on the combinatorial structure arising from Green’s parametrization of
irreducible representations [9].
Combining these asymptotic divisibility results with the explicit formulas for Stiefel–Whitney classes, we obtain our first main theorem, stated below.
Theorem 1 (Theorem 16). Let \(q\) be an odd prime power and, for each \(n \ge
1\), let \(G_n = \operatorname{GL}_n(\mathbb{F}_q)\). Denote by \(\operatorname{OIrr}(G_n)\) the set of irreducible complex representations of \(G_n\)
which admit a \(G_n\)-invariant real structure (equivalently, irreducible orthogonal representations). For \(\pi \in \operatorname{OIrr}(G_n)\), let \(w_i(\pi) \in
H^i(G_n;\mathbb{Z}/2\mathbb{Z})\) denote its \(i\)th Stiefel–Whitney class.
The proportion of irreducible orthogonal representations with trivial first and second Stiefel–Whitney classes tends to \(1\) as \(n \to \infty\), i.e., \[\lim_{n\to\infty}
\frac{
\#\{\pi \in \operatorname{OIrr}(G_n) : w_1(\pi)=w_2(\pi)=0\}
}{
|\operatorname{OIrr}(G_n)|
}
= 1.\]
If \(q \equiv 1 \pmod{4}\), then the proportion of irreducible orthogonal representations with trivial first, second, and fourth Stiefel–Whitney classes tends to \(1\) as \(n \to \infty\), i.e., \[\lim_{n\to\infty}
\frac{
\#\{\pi \in \operatorname{OIrr}(G_n) : w_1(\pi)=w_2(\pi)=w_4(\pi)=0\}
}{
|\operatorname{OIrr}(G_n)|
}
= 1.\]
Thus, in the large rank limit, almost all orthogonal representations are spinorial, and in fact exhibit vanishing of higher characteristic classes as well.
In contrast to the large rank regime, we also investigate the complementary setting in which the rank is fixed and the size of the finite field grows. Focusing on \(\operatorname{GL}_2(\mathbb{F}_q)\) as \(q \to \infty\), we show that the behavior of character values, and hence of the associated Stiefel–Whitney classes, differs markedly from the large \(n\) case.
In contrast to the large rank regime, the situation for \(\operatorname{GL}_2(\mathbb{F}_q)\) as \(q \to \infty\) is governed by the rigid structure of its representation theory. The set
of irreducible representations decomposes into four natural families: one-dimensional representations, principal series representations, twists of the Steinberg representation, and cuspidal representations arising from characters of \(\mathbb{F}_{q^2}^\times\). From the point of view of Stiefel–Whitney classes, the relevant subset is the collection \(\mathcal{O}_q\) of irreducible orthogonal representations, i.e.those which
are self-dual. Our main result shows that the vanishing of the second Stiefel–Whitney class occurs with a limiting probability of \(3/8\).
Theorem 2 (Theorem 25). Let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) with \(q\) odd, and let \(\mathcal{O}_q\) denote the set of irreducible orthogonal complex representations of \(G_q\). Then \[\lim_{\substack{q\to\infty\\ q\equiv a\pmod{8}}}
\frac{\#\{\pi\in \mathcal{O}_q : w_2(\pi)=0\}}{|\mathcal{O}_q|}
=
\begin{cases}
1 & \text{if } a=1,\\[4pt]
\frac{1}{4} & \text{if } a=3,5,\\[4pt]
0 & \text{if } a=7.
\end{cases}\]
Furthermore, \[\lim_{X\rightarrow \infty}
\frac{\sum_{\substack{q\leq X\\
q\text{ is odd}}}\#\{\pi\in \mathcal{O}_q : w_2(\pi)=0\}}{\sum_{\substack{q\leq X\\
q\text{ is odd}}}|\mathcal{O}_q|}
=
\frac{3}{8},\]where in the sums above, \(q\) ranges over odd prime powers.
Our asymptotic divisibility results are closely related to recent progress on the behavior of character values in large families of finite groups, particularly for symmetric groups. In a striking result, Peluse and Soundararajan [10] show that, for any fixed prime \(\ell\), almost every entry in the character table of \(S_n\) is
divisible by \(\ell\) as \(n \to \infty\), confirming a conjecture of Miller.
The structure of the paper is as follows. In §2, we recall the necessary background on Stiefel–Whitney classes and the representation theory of \(\operatorname{GL}_n(\mathbb{F}_q)\), including
Green’s parametrization and explicit formulas for low-degree characteristic classes. In §3, we establish the asymptotic divisibility results for character values and deduce the main vanishing theorems. Finally, in §4, we analyze the large \(q\) limit for \(\operatorname{GL}_2(\mathbb{F}_q)\), providing a contrasting perspective to the large rank behavior.
The author thanks Prof. Steven Spallone for his insightful suggestions and for answering many of the author’s questions. He also thanks Prof. Hamid Usefi for pointing out an error in an earlier version of this article.
2 Representation theory of finite \(\operatorname{GL}_n(\mathbb{F}_q)\) and Stiefel–Whitney classes↩︎
In this section, we recall some key definitions and properties of the Stiefel–Whitney classes of irreducible real representations of a finite group as well as the representation theory of general linear groups over finite fields.
Let \(G\) be a finite group. Throughout this paper, all representations \((\pi,V)\) are finite-dimensional complex representations. We write \(\operatorname{Irr}(G)\) for the set of isomorphism classes of irreducible representations of \(G\). Given a representation \((\pi, V)\), we let \((\pi^\vee,V^\vee)\) be the dual representation. A representation \(\pi\) of \(G\) is called orthogonal if there exists a non-degenerate \(G\)-invariant symmetric bilinear form \(B \colon V \times V \to \mathbb{C}\). On the other hand, \(\pi\) is called symplectic if there exists a
non-degenerate \(G\)-invariant alternating bilinear form. If \(\pi\) is irreducible and self-dual, then it is either orthogonal or symplectic.
Write \(\chi_{\pi}(g)\) for the character of \(\pi\) at an element \(g \in G\). Then when \(\pi\) is irreducible, set
\[\varepsilon(\pi)=\frac{1}{|G|} \sum_{g \in G} \chi_{\pi}\left(g^{2}\right).\] One has that \[\varepsilon(\pi)= \begin{cases}0, & \pi \text{ is not self-dual }\\ 1, & \pi \text{ is
orthogonal } \\ -1, & \pi \text{ is symplectic. }\end{cases}\] The invariant \(\epsilon(\pi)\) is referred to as the Frobenius–Schur indicator of \(\pi\). Our main focus
in this article will be the family of orthogonal representations.
Proposition 1. Let \((\pi, V)\) be a complex representation of a finite group \(G\), the following are equivalent:
\((\pi, V)\) is orthogonal,
there exists a representation \(\left(\pi_{0}, V_{0}\right)\), with \(V_{0}\) a real vector space, such that \(\pi \cong \pi_{0} \otimes_{\mathbb{R}}
\mathbb{C}\).
Given a \(d\)-dimensional real vector bundle \(E\) over a paracompact base space \(B\), let \(w_1(E), \dots, w_d(E)\in H^*(B,
\mathbb{Z}/2\mathbb{Z})\) be the associated Stiefel–Whitney classes (cf. [12]). Let \(G\) be a finite group. Recall
that there exists a classifying space \(BG\) with universal principal \(G\)-bundle \(EG \to BG\), unique up to homotopy.
Definition 1. Given a finite-dimensional real representation \((\pi,V)\) of \(G\), one may form the associated real vector bundle \[EG[V]
:= EG \times_G V \longrightarrow BG,\] where \(G\) acts diagonally on \(EG \times V\). The \(i\)th Stiefel–Whitney class* of \(\pi\) is defined by \[w_i(\pi) := w_i(EG[V]) \in H^i(BG;\mathbb{F}_2) \cong H^i(G;\mathbb{F}_2),\] and we write \(w(\pi)=\sum_{i\ge0} w_i(\pi)\) for the total
Stiefel–Whitney class.*
One has that \(w_0(\pi)=1\) and \(w_i(\pi)=0\) for \(i>\dim V\). Given an orthogonal representation \(\pi\), we shall
set \(w_i(\pi)\) to be the \(i\)-th Stiefel-Whitney class of the real representation \(\pi_0\).
The Stiefel–Whitney classes \(w_i(\pi)\) satisfy a number of key properties:
for any group homomorphism \(\varphi:H\to G\), one has that \[w(\pi\circ\varphi)=\varphi^* w(\pi).\]
For orthogonal representations \(\pi_1\) and \(\pi_2\) of \(G\), we have that \[w(\pi_1\oplus\pi_2)=w(\pi_1)\cup
w(\pi_2).\]
The first Stiefel–Whitney class satisfies \(w_1(\pi)=w_1(\det\pi)\). In particular, \(w_1(\pi)=0\) if and only if \(\det \pi=1\).
The class \(w_2(\pi)\) is a cohomological obstruction to lifting representations. The orthogonal group \(\operatorname{O}(V)\) admits a \(2\)-fold
double cover. When \(w_1(\pi)=0\), we have that \(w_2(\pi)=0\) if and only if \(\pi:G\to \operatorname{O}(V)\) lifts to a homomorphism \(\widetilde{\pi}:G\rightarrow\operatorname{Pin}(V)\) as depicted: \[\begin{figure}\includegraphics[width=0.8\textwidth]{_pdflatex/ovwdbxhn.png}\label{acjxofer}\end{figure}\tag{1}\]
The obstruction class is the Stiefel–Whitney class \(w_i(\pi)\) with minimal \(i\) such that \(w_i(\pi)\neq 0\). The obstruction class is always
a power of \(2\) (cf. [13]).
Definition 2. Let \((\pi, V)\) be an irreducible orthogonal representation for which \(w_1(\pi)=0\). Then \(\pi\) is said to be
spinorial* if \(\pi\) lifts to \(\widetilde{\pi}\) as above.*
We briefly recall some relevant facts from the representation theory of the symmetric group \(S_n\), which will be used throughout the paper. Let \(n\) be a positive integer and let \(\lambda=(\lambda_1,\lambda_2,\dots,\lambda_k)\) be a partition of \(n\), with \(\lambda_1\geq \lambda_2\geq \cdots \geq \lambda_k>0\). We write \(\lambda\vdash n\) to indicate that \(\lambda\) is a partition of \(n\). To each partition \(\lambda\vdash n\) one associates the
Specht module\(\pi_\lambda\), which is an irreducible complex representation of \(S_n\). This correspondence \(\lambda\mapsto \pi_\lambda\) gives a
bijection between the set of partitions of \(n\) and the set \(\operatorname{Irr}(S_n)\) of irreducible complex representations of \(S_n\). We denote by
\(\chi^\lambda\) the character of \(\pi_\lambda\). The degree of \(\pi_\lambda\) is given by the hook-length formula,
\[\label{hooklengthformula}\mathfrak{f}_\lambda:=\dim \pi_\lambda=\frac{n!}{\prod_{(i,j)\in\lambda} h_{i,j}},\tag{2}\] where \(h_{i,j}\)
denotes the hook length of the box \((i,j)\) in the Young diagram of \(\lambda\).
Let \(\ell\) be a prime. For a nonzero integer \(n\), we write \(v_\ell(n)\) for the \(\ell\)-adic valuation of \(n\), that is, the largest integer \(r \ge 0\) such that \(\ell^r \mid n\). This extends in the usual way to rational numbers by setting \[v_\ell\!\left(\frac{a}{b}\right) = v_\ell(a) - v_\ell(b),
\qquad a,b \in \mathbb{Z},\; b \neq 0.\] The starting point for our investigations is the following statistical result which implies that, for a fixed prime \(\ell\), the quantity \(v_\ell(\mathfrak{f}_\lambda)\) grows very quickly on average as \(\lambda\) ranges over partitions of large size. Let \(p(n)\) be the number of
partitions of a natural number \(n\).
Theorem 2 (Ganguly, Prasad, Spallone). For every prime number \(\ell\) and \(r>0\), \[\lim _{n \rightarrow \infty}
\frac{\#\left\{\lambda \vdash n \mid v_{\ell}\left(\mathfrak{f}_{\lambda}\right)<r+\log _{\ell} n\right\}}{p(n)}=0 .\]
Proof. For the proof of this result, please see [14]. The proof relies on a theorem of Macdonald [15] relating \(v_\ell(\mathfrak{f}_\lambda)\) to the \(\ell\)-core tower of \(\pi_\lambda\). ◻
Given functions \(f,g:\mathbb{Z}_{\ge 1}\to\mathbb{R}_{\ge 0}\), we recall that \[f(n)\sim g(n)
\quad\text{if}\quad
\lim_{n\to\infty}\frac{f(n)}{g(n)}=1,\] and that \[f(n)=o(g(n))
\quad\text{if}\quad
\lim_{n\to\infty}\frac{f(n)}{g(n)}=0.\] These notations allow one to compare the asymptotic growth of arithmetic functions in a precise manner.
A fundamental result of Hardy and Ramanujan, obtained via the circle method, asserts that the partition function satisfies the asymptotic formula \[p(n)\sim
\frac{1}{4n\sqrt{3}}\exp\!\left(\pi\sqrt{\frac{2n}{3}}\right).\] In this context, Theorem 2 asserts that for any fixed prime \(\ell\)
and integer \(r\), the set \[\{\lambda \vdash n : v_\ell(\mathfrak{f}_\lambda) < r + \log_\ell n\}\] is negligible compared to the full set of partitions of \(n\). More precisely, combining Theorem 2 with the asymptotic for \(p(n)\), we obtain the equivalent formulation
\[\#\{\lambda \vdash n : v_\ell(\mathfrak{f}_\lambda) < r + \log_\ell n\}
=
o\!\left(\frac{1}{4n\sqrt{3}}\exp\!\left(\pi\sqrt{\frac{2n}{3}}\right)\right).\] This phenomenon plays a crucial role in the asymptotic analysis of character degrees and character values, where the quantities \(\mathfrak{f}_\lambda\) appear naturally as building blocks.
Given \(k\leq n\) and a partition \(\mu=(\mu_1, \dots, \mu_m)\) of \(k\), denote by \(\chi_{\mu}^{\lambda}\) the value of
\(\chi^{\lambda}\) at an element of cycle type \(\left(\mu_{1}, \ldots, \mu_{m}, 1^{n-k}\right)\). Let \((n)_{k}\) denote the falling factorial \[(n)_{k}=n(n-1) \cdots(n-k+1).\] A theorem of Lassalle [16] defines a rational number \(A_{\mu}^{\lambda}\) such that \[\label{lassalle}
\chi_{\mu}^{\lambda}=\frac{f_{\lambda}}{(n)_{k}} A_{\mu}^{\lambda}.\tag{3}\] It is shown in [14] that \(A_{\mu}^{\lambda}\) is in fact an integer, and this leads to the following result.
Theorem 3 (Ganguly, Prasad, Spallone). Let \(k\) and \(d\) be positive integers, and let \(\mu\) be a partition of \(k\). Then \[\lim_{n \to \infty}
\frac{
\#\left\{\lambda \vdash n \; \middle| \; \chi_\mu^\lambda \text{ is divisible by } d \right\}
}{p(n)}
= 1.\]
Proof. This is the principal result of loc.cit. We sketch the argument for the convenience of the reader.
Fix a prime \(q\). By the identity 3 , one has the lower bound \[v_q\!\left(\chi_\mu^\lambda\right)
\ge
v_q\!\left(\mathfrak{f}_\lambda\right)
-
v_q\!\left((n)_k\right).\] Applying Legendre’s formula, \[v_q(n!) = \frac{n - a_q(n)}{q-1},\] where \(a_q(n)\) denotes the sum of the base-\(q\)
digits of \(n\), we obtain \[v_q\!\left((n)_k\right)
=
v_q\!\left(\frac{n!}{(n-k)!}\right)
=
\frac{k + a_q(n-k) - a_q(n)}{q-1}.\] Since \(a_q(n) \le (q-1)\log_q n\), it follows that \[v_q\!\left((n)_k\right)
\le
k + (q-1)\log_q n.\] Consequently, if \[v_q\!\left(\mathfrak{f}_\lambda\right)
\ge
m + (q-1)\log_q n,\] then \[v_q\!\left(\chi_\mu^\lambda\right)
\ge
m - k.\] Taking \(m = k + b\) and invoking Theorem 2, we deduce that \[\lim_{n \to \infty}
\frac{
\#\left\{\lambda \vdash n \; \middle| \; v_q\!\left(\chi_\mu^\lambda\right) \le b \right\}
}{p(n)}
=
0.\] Since this holds for each prime divisor \(q\) of \(d\), the stated result follows. ◻
Proposition 4. The irreducible representations \(\pi_\lambda\) of \(S_n\) are all realizable over \(\mathbb{R}\) (in fact over \(\mathbb{Q}\)).
Proof. This result is well known and follows from how they are defined using Young tableaux. ◻
As a consequence, all irreducible representations \(\pi_\lambda\) of \(S_n\) are orthogonal and the Stiefel Whitney classes \(w_i(\pi)\) are defined.
Let \((\pi, V)\) be a complex representation of the symmetric group \(S_{n}\), then \[\operatorname{det} \rho: S_{n} \rightarrow \mathbb{C}^{*}\] is
either the trivial character or the sign character. One says that \((\pi, V)\) is a chiral representation if \(\operatorname{det} \rho\) is the sign character of \(S_{n}\) and achiral otherwise. Let \(b(n)\) be the number of chiral irreducible representations of \(S_n\).
Theorem 5 (Ayyer, Prasad, Spallone). If \(n\) is an integer having binary expansion \[n=\epsilon+2^{k_{1}}+2^{k_{2}}+\cdots+2^{k_{r}}, \quad \text{with}\quad \epsilon
\in\{0,1\}, \quad 0<k_{1}<k_{2}<\cdots<k_{r},\] then \[b(n)=2^{k_{2}+\cdots+k_{r}}\left(2^{k_{1}-1}+\sum_{v=1}^{k_{1}-1} 2^{(v+1)\left(k_{1}-2\right)-\binom{v}{2}}+\epsilon
2^{\binom{k_{1}}{2}}\right).\]
We record an immediate consequence of the general philosophy that low-degree characteristic classes become asymptotically trivial in large rank. In the case of the symmetric group, this phenomenon already appears in a particularly transparent form.
Let \(\pi_\lambda\) denote the irreducible representation of the symmetric group \(S_n\) corresponding to a partition \(\lambda \vdash n\), realized over
\(\mathbb{R}\). Recall that the first Stiefel–Whitney class \(w_1(\pi_\lambda)\) is the reduction modulo \(2\) of the determinant character. In particular,
the condition \(w_1(\pi_\lambda)=0\) is equivalent to the statement that \(\pi_\lambda\) is achiral, i.e.has trivial determinant.
Theorem 6 (Ayyer, Prasad, Spallone). Given a natural number \(n\), let \(p(n)\) denote the number of partitions of \(n\). Then \[\lim_{n\to\infty}
\frac{\#\{\lambda \vdash n : \det \pi_\lambda = 1\}}{p(n)} = 1.\]
In other words, asymptotically almost all Specht modules are achiral. Equivalently, the obstruction class \(w_1(\pi_\lambda)\) vanishes for \(100\%\) of partitions as \(n \to \infty\).
A deeper refinement of this statement is obtained by considering the second Stiefel–Whitney class. Using an explicit formula expressing \(w_2(\pi_\lambda)\) in terms of character values on elements of order \(2\), Ganguly and Spallone [7] show that \(w_2=0\) with probability \(1\).
Theorem 7 (Ganguly, Spallone). One has \[\lim_{n\to\infty}
\frac{
\#\{\lambda \vdash n : w_1(\pi_\lambda)=0 \;\text{and} \;w_2(\pi_\lambda)=0\}
}{p(n)}
= 1.\]
Thus, not only are almost all Specht modules achiral, but they are in fact spinorial, in the sense that both \(w_1\) and \(w_2\) vanish. From a topological perspective, this
means that the associated real representations admit lifts to the spin group with probability tending to \(1\) as \(n\to\infty\).
These results provide a guiding analogy for the situation of finite groups of Lie type considered in this paper. In both settings, the key input is an explicit expression for low-degree Stiefel–Whitney classes in terms of character values at elements of
order \(2\), combined with asymptotic divisibility properties of these character values.
2.3 Green’s parametrization and duality for \(\operatorname{GL}_n(\mathbb{F}_q)\)↩︎
We fix a finite field \(k\simeq \mathbb{F}_q\) and an algebraic closure \(\bar{k}\). Denote by \(\operatorname{G}_k\) the absolute Galois group \(\operatorname{Gal}(\bar{k}/k)\). Let \(n\geq 2\) be a natural number. In this section we recall the parametrization of the irreducible complex representations of \(G_n
:= \operatorname{GL}_n(k)\) due to Green [9]. Let \(V\) be an \(n\)-dimensional \(k\) vector space which is also a \(k\)-variety and identify \(G_n\) with \(\operatorname{Aut}_k(V_k)\). We give a self-contained
account sufficient for our purposes, and we prove the precise behavior of irreducible representations under contragredient duality.
We recall the parametrization of conjugacy classes in \(G_n\). Let \(f(t)=t^d-a_{d-1}t^{d-1}-\cdots-a_0\in k[t]\) be a monic polynomial of degree \(d\).
Define the \(d\times d\) matrix \[U(f)=
\begin{pmatrix}
0 & 1 & & & \\ & 0 & 1 & & \\ & & \ddots & \ddots & \\ & & & 0 & 1\\
a_0 & a_1 & \cdots & a_{d-2} & a_{d-1}
\end{pmatrix}.\] For an integer \(m\ge1\) let \(U_m(f)\) be the block matrix \[U_m(f)=
\begin{pmatrix}
U(f) & I_d & & \\ & U(f) & I_d & \\ & & \ddots & \ddots \\ & & & U(f)
\end{pmatrix},\] with \(m\) diagonal blocks \(U(f)\) and identity blocks \(I_d\) on the superdiagonal. If \(\lambda=(\lambda_1,\dots,\lambda_r)\) is a partition of a positive integer \(k\), we define \[U_\lambda(f)=\operatorname{diag}\bigl(U_{\lambda_1}(f),\dots,U_{\lambda_r}(f)\bigr).\] The characteristic polynomial of \(U_\lambda(f)\) is \(f(t)^k\).
Let \(\Phi\) be the set of irreducible monic polynomials in \(f(T)\in k[T]\) such that \(f(T)\neq T\). One may identify \(\Phi\) with the set of orbits of \(\operatorname{G}_k\) acting on \(\bar{k}^\times\). We write \(d(f)\) for the degree of a
polynomial \(f\). The conjugacy classes in \(G_n\) are parametrized by functions \(\mu \in \mathfrak{X}_n\). If \(\mu(f_i)=\nu_i\), the corresponding conjugacy class will be denoted \[c=(f_1^{\nu_1}f_2^{\nu_2}\cdots f_N^{\nu_N}).\]
For \(f\in\Phi\) define the reciprocal polynomial \[f^*(T)=T^{\deg f}f(1/T).\] Let \[\mathfrak X_n=\left\{\mu:\Phi\to\Lambda\;\middle|\;\sum_{f\in\Phi}(\deg
f)|\mu(f)|=n\right\},\] where \(\Lambda\) denotes the set of partitions and \(|\lambda|\) the size of a partition \(\lambda\). There is a natural
bijection between the set of conjugacy classes of \(G_n\) and \(\mathfrak X_n\), see [17]
for further details. For \(\mu\in\mathfrak X_n\) let \(\chi_\mu\) denote the irreducible character of \(G_n\) associated to \(\mu\) in Green’s parametrization. Define \(\mu'\in\mathfrak X_n\) by \[\mu'(f)=\mu(f^*).\]
Let \(n=s_1+s_2+\cdots+s_k\) be a partition of \(n\) into positive integers and let \(V_n\) be the \(n\)–dimensional
vector space over \(k\). For \(1\le i\le k\) let \(V^{(i)}\) be the subspace of \(V_n\) consisting of vectors whose first
\(s_1+\cdots+s_i\) coordinates are zero. This gives a chain of subspaces \[V^{(0)} \supset V^{(1)} \supset \cdots \supset V^{(k)} = 0 .\]
Let \(\mathfrak{H}_{s_1,\dots,s_k}\) be the subgroup of \(G_n\) consisting of all elements which leave this chain invariant. In matrix form these are the block upper triangular matrices
\[A=
\begin{pmatrix}
A_{11} & A_{12} & \cdots & A_{1k}\\
0 & A_{22} & \cdots & A_{2k}\\
\vdots & \vdots & \ddots & \vdots\\
0 & 0 & \cdots & A_{kk}
\end{pmatrix},
\qquad
A_{ii}\in G_{s_i}.\]
If \(\alpha_i\) is a class function (in particular a character) of \(G_{s_i}\) for \(1\le i\le k\), we define a class function \(\psi\) on \(\mathfrak{H}_{s_1,\dots,s_k}\) by \[\psi(A)=\alpha_1(A_{11})\cdots\alpha_k(A_{kk}).\] The \(\circ\)-product\[\alpha_1\circ\alpha_2\circ\cdots\circ\alpha_k\] is defined to be the character of \(G_n\) obtained by inducing \(\psi\) from \(\mathfrak{H}_{s_1,\dots,s_k}\) to \(G_n\). As shown in [9], the binary operation \(\circ\) is commutative, associative, and bilinear. If \(\mathcal{A}_n\) denotes the space of class functions on \(G_n\) and \[\mathcal{A}=\bigoplus_{n\ge1}\mathcal{A}_n,\] then \(\mathcal{A}\) becomes a commutative associative algebra over \(\mathbb{C}\) under the product \(\circ\).
Proposition 8. Let \(\chi_\mu\) denote the irreducible character of \(G_n\) corresponding to \(\mu\) in Green’s parametrization. With
respect to notation above, we have that \[(\chi_\mu)^\vee=\chi_{\mu'}.\] In particular \(\chi_\mu\) is self-dual if and only if \[\mu(f)=\mu(f^*)
\qquad\text{for all }f\in\Phi .\]
Proof. The result is probably well known and follows from the construction of Deligne and Lusztig. Since we have been unable to find a reference, we give a brief sketch of a proof here following the notation and conventions in [9].
Let \(g\in G_n\) and let \[\alpha_1,\dots,\alpha_n\in\overline{\mathbb{F}}_q^\times\] be the eigenvalues of \(g\). Then the eigenvalues of \(g^{-1}\) are \(\alpha_1^{-1},\dots,\alpha_n^{-1}\). From Green’s definition [9] of the functions
\[T_{1,d}(k;\alpha)
=
\theta_d^{k}(\alpha)
+
\theta_d^{kq}(\alpha)
+\cdots+
\theta_d^{kq^{d-1}}(\alpha),\] one immediately obtains \[T_{1,d}(k;\alpha^{-1})=T_{1,d}(-k;\alpha).\] Consequently the class functions \(J_d(k)\) defined by \[J_d(k)(g)
=
\sum T_{1,d}(k;\alpha_{i_1})\cdots T_{1,d}(k;\alpha_{i_d})\] satisfy \[J_d(k)(g^{-1})=J_d(-k)(g).\] Since the basic characters \(B^\rho(h^\rho;\cdot)\) are obtained from the
functions \(J_d(k)\) by Green’s induction product, it follows that \[B^\rho(h^\rho;g^{-1})=B^\rho((-h)^\rho;g),\] i.e. inversion replaces each parameter \(h_{d,i}\) by \(-h_{d,i}\).
Theorem 14 in loc. cit. expresses the symmetric–function class function \((\cdots g^{\mu(g)}\cdots)\) as a linear combination of the basic characters \(B^\rho(h^\rho;\cdot)\).
Replacing \(\mu\) by \(\mu'\) with \(\mu'(f)=\mu(f^*)\) corresponds to replacing every root \(\alpha\) of \(f\) by \(\alpha^{-1}\), hence to replacing the parameters \(h\) by \(-h\) in the expansion. Comparing the resulting formulas
shows that \[\chi_\mu(g^{-1})=\chi_{\mu'}(g)
\qquad\text{for all }g\in G_n.\] Since the character of the dual representation satisfies \(\chi_{V^\vee}(g)=\chi_V(g^{-1})\), this implies \[(\chi_\mu)^\vee=\chi_{\mu'}.\] The
final assertion is immediate from the definition of \(\mu'\). ◻
Proposition 9. With the above notation, the irreducible character \(\chi_\mu\) is orthogonal if and only if it is self-dual.
Proof. By [18], an irreducible representation of \(\operatorname{GL}_n(\mathbb{F}_q)\) is orthogonal if and only
if it is self-dual and has Frobenius–Schur indicator \(+1\). For irreducible characters of \(\operatorname{GL}_n(\mathbb{F}_q)\), self-duality already forces the indicator to be \(+1\), and the claim follows. ◻
2.4 Stiefel–Whitney classes for representations of \(\operatorname{GL}_n(\mathbb{F}_q)\)↩︎
We recall results from [1]–[4], where Stiefel–Whitney classes of real representations of \(\operatorname{GL}_n(\mathbb{F}_q)\) are computed in terms of character values on elements of order \(2\).
Let \(\Omega = \{0,1\}^n\) be the set of binary strings of length \(n\). Let \(C_m\) be a cyclic group of order \(m\)
with generator \(x\). For \(j \in \mathbb{Z}/m\mathbb{Z}\), define the linear character \[\chi^j(x) = \zeta_m^{jx},\] where \(\zeta_m\) is a fixed primitive \(m\)th root of unity. If \(m\) is even, we define the sign character \(\operatorname{sgn} :=
\chi^{m/2}\). For \(a =(a_1, \dots, a_n)\in \Omega\), define a representation of \(C_m^n\) by \[\operatorname{sgn}_a := \boxtimes_{j=1}^n
(\operatorname{sgn})^{a_j}.\]We identify \(C_2^n\) with the subgroup of diagonal matrices \[\operatorname{diag}(\pm1,\dots,\pm1) \subset \operatorname{GL}_n(\mathbb{F}_q).\] For
\(0\le i \le n\), define \[h_i := \operatorname{diag}(\underbrace{-1,\dots,-1}_{i},1,\dots,1).\] Let \(x\) be an element of \(\mathbb{F}_q^\times\) which is not a square and let \[t_x:=\operatorname{diag}(x, 1, \dots, 1)\in \operatorname{GL}_n(\mathbb{F}_q).\] When \(q\equiv
3\pmod{4}\) we can take \(x:=-1\), in which case \(t_x=h_1\). Given a finite dimensional real representation \(\pi\) of \(\operatorname{GL}_n(\mathbb{F}_q)\) with character \(\chi_\pi\), we define \[m_\pi = \frac{\dim \pi - \chi_\pi(h_1)}{2}\quad \text{and}\quad m_x:=\frac{\dim \pi -
\chi_\pi(t_x)}{2}.\]
We recall a standard relation between the determinant and the character of a real representation evaluated at an involution.
Lemma 1. Let \(\pi\) be a finite-dimensional real representation of a finite group \(G\), with character \(\chi_\pi\). Let \(g \in G\) be an element of order dividing \(2\). Then \[\det(\pi)(g)
=
(-1)^{\frac{\dim \pi - \chi_\pi(g)}{2}}.\]
Proof. Since \(g^2=1\), the linear operator \(\pi(g)\) satisfies \(\pi(g)^2=I\). It follows that \(\pi(g)\) is
diagonalizable over \(\mathbb{R}\), with eigenvalues contained in \(\{\pm 1\}\). Let \(V\) be the underlying real representation space of \(\pi\), and write \[V = V^{+} \oplus V^{-}\] for the decomposition into the \(+1\) and \(-1\) eigenspaces of \(\pi(g)\). Set \(d_+ = \dim V^{+}\) and \(d_- = \dim V^{-}\), then \[\dim \pi = d_+ + d_-.\] On the other hand, the character
value is given by the trace: \[\chi_\pi(g) = \operatorname{tr}(\pi(g)) = d_+ - d_-.\] Solving these two equations for \(d_-\), we obtain \[d_- = \frac{\dim \pi -
\chi_\pi(g)}{2}.\] We thus find that \[\det(\pi)(g)
=
(-1)^{d_-}
=
(-1)^{\frac{\dim \pi - \chi_\pi(g)}{2}},\] as claimed. ◻
Applying Lemma 1 to the element \(t_x \in \operatorname{GL}_n(\mathbb{F}_q)\), we obtain \[\det(\pi)(t_x)
=
(-1)^{\frac{\dim \pi - \chi_\pi(t_x)}{2}}
=
(-1)^{m_x}.\] For a real representation \(\pi:G\to \mathrm{O}(V)\), the first Stiefel–Whitney class is the homomorphism \[w_1(\pi) = \det \pi : G \longrightarrow \{\pm 1\}.\] In
particular, \(w_1(\pi)\) is a group homomorphism, and hence factors through the abelianization \(G^{\mathrm{ab}}=G/[G,G]\).
In the case \(G=G_n=\operatorname{GL}_n(\mathbb{F}_q)\), the determinant map \[\det : G_n \longrightarrow \mathbb{F}_q^\times\] induces an isomorphism \[G_n^{\mathrm{ab}} \;\cong\; \mathbb{F}_q^\times.\] Composing with the natural quotient \(\mathbb{F}_q^\times \to \mathbb{F}_q^\times/(\mathbb{F}_q^\times)^2 \cong \{\pm1\}\), we see that every
homomorphism \(G_n \to \{\pm1\}\) factors through the determinant modulo squares. Consequently, such a homomorphism is completely determined by its value on any element whose determinant represents the nontrivial class in
\(\mathbb{F}_q^\times/(\mathbb{F}_q^\times)^2\). The element \(t_x\) has determinant \(x\), which is a nonsquare in \(\mathbb{F}_q^\times\) and represents the unique nontrivial element of \(\mathbb{F}_q^\times/(\mathbb{F}_q^\times)^2\). It follows that a homomorphism \(G_n \to
\{\pm1\}\) is trivial if and only if it takes the value \(1\) at \(t_x\). In particular, \[\label{w95132basic32fact}w_1(\pi)=0
\quad\Longleftrightarrow\quad m_x\, \text{is even.}\tag{4}\]
Let \(C_2^n \subset \operatorname{GL}_n(\mathbb{F}_q)\) be the subgroup of the diagonal subgroup consisting of entries \(\pm 1\). For \(1 \le i \le n\),
define \[v_i = w_1(\operatorname{sgn}_{e_i}) \in H^1(C_2^n;\mathbb{Z}/2\mathbb{Z}),\] where \(e_i\) is the \(i\)th standard basis vector. Let \[D = \left\{ \mathrm{diag}(d_1,\dots,d_n) : d_i \in \mathbb{F}_q^\times \right\} \subset \operatorname{GL}_n(\mathbb{F}_q)\] denote the diagonal torus. For each \(1 \le i \le n\), let \[\chi_i : D \to \mathbb{F}_q^\times, \qquad \chi_i(\mathrm{diag}(d_1,\dots,d_n)) = d_i\] be the projection onto the \(i\)th coordinate. Composing \(\chi_i\) with
a fixed embedding \(\mathbb{F}_q^\times \hookrightarrow \mathbb{C}^\times\), we obtain a one-dimensional complex representation of \(D\), which we continue to denote by \(\chi_i\).
We write \(\chi_{i,\mathbb{R}}\) for the underlying real representation. We define \[t_i := w_2(\chi_{i,\mathbb{R}}) \in H^2(D;\mathbb{Z}/2\mathbb{Z}).\] Let \(C_2^n \subset \operatorname{GL}_n(\mathbb{F}_q)\) denote the subgroup of diagonal matrices with entries \(\pm 1\), and for \(1 \le i \le n\) let \[v_i = w_1(\mathrm{sgn}_{e_i}) \in H^1(C_2^n;\mathbb{Z}/2\mathbb{Z})\] be as above. As is well known (cf. [4]) the diagonal subgroup \(D\) detects the \(\mathbb{Z}/2\mathbb{Z}\)-cohomology of \(\operatorname{GL}_n(\mathbb{F}_q)\),
i.e., the restriction map \(w\mapsto w_{|D}\) from \[H^*(\operatorname{GL}_n(\mathbb{F}_q), \mathbb{Z}/2\mathbb{Z})\rightarrow H^*(D, \mathbb{Z}/2\mathbb{Z})\]is injective. If \(q\equiv 3\pmod{4}\) then \(C_2^n\) is the Sylow \(2\)-subgroup of \(D\) and thus in this case, the restriction \[H^*(\operatorname{GL}_n(\mathbb{F}_q), \mathbb{Z}/2\mathbb{Z})\rightarrow H^*(C_2^n, \mathbb{Z}/2\mathbb{Z})\]is injective.
Theorem 10. Let \(\pi\) be a finite-dimensional real representation of \(\operatorname{GL}_n(\mathbb{F}_q)\).
If \(q \equiv 1 \pmod{4}\), then upon restriction to the diagonal torus \(D\) one has \[w_2(\pi)\big|_D = \frac{m_\pi}{2} \sum_{i=1}^n t_i \in
H^2(D;\mathbb{Z}/2\mathbb{Z}),\] and \[w_4(\pi)\big|_D
=
\binom{m_\pi/2}{2}\sum_{i=1}^n t_i^2
+
\frac{\dim \pi - \chi_\pi(h_2)}{8}
\sum_{1 \le i < j \le n} t_i t_j
\in H^4(D;\mathbb{Z}/2\mathbb{Z}).\] Further if \(n\geq 5\) and \(\pi\) is a principal series representation, then \(w_4(\pi)=0\).
If \(q \equiv 3 \pmod{4}\), then upon restriction to \(C_2^n\) one has \[w_2(\pi)\big|_{C_2^n} = \binom{m_\pi}{2} \sum_{i=1}^n v_i^2 \in
H^2(C_2^n;\mathbb{Z}/2\mathbb{Z}).\]
The formulas obtained above show that \(w_2(\pi)\), and (when \(q \equiv 1 \pmod{4}\)) \(w_4(\pi)\) are determined by congruence conditions on the
integers \(\chi_\pi(h_i)\) for \(i=0,1,2\).
3 Asymptotic divisibility in the large \(n\) limit↩︎
In this section we investigate the \(2\)-adic divisibility properties of character degrees and character values for irreducible representations of \(G_n=\operatorname{GL}_n(\mathbb{F}_q)\) in the limit as \(n\to\infty\). The guiding principle is that \(2\)-adic valuations of character values become
increasingly large on average as \(n\rightarrow \infty\). More precisely, we show that for any fixed element \(g \in G_{n_0}\), the values \(\chi(g)\) are
divisible by arbitrarily large powers of \(2\) for almost all irreducible characters \(\chi\) of \(G_n\) as \(n \to
\infty\). These asymptotic divisibility results will serve as the key input in the next section, where we relate them to the vanishing of the Stiefel–Whitney classes \(w_1\), \(w_2\)
and \(w_4\).
Fix an odd prime power \(q\). For each \(n\), set \(G_n := \operatorname{GL}_n(\mathbb{F}_q)\). We study asymptotic properties of irreducible characters
of \(G_n\) as \(n \to \infty\). Given \(m < n\), we embed \(G_m\) into \(G_n\) via block
diagonal matrices: \[g \mapsto
\begin{pmatrix}
g & 0 \\
0 & I_{n-m}
\end{pmatrix}.\] If \(\chi\) is a character of \(G_n\) and \(g \in G_m\), we define \[\chi(g) := \chi\left(
\begin{pmatrix}
g & 0 \\
0 & I_{n-m}
\end{pmatrix}
\right).\] Let \(\operatorname{Irr}(G_n)\) (resp. \(\operatorname{OIrr}(G_n)\)) denote the set of irreducible characters (resp. irreducible orthogonal characters) of \(G_n\). The main goal in this section is to prove the following result.
Theorem 11. Fix \(n_0 \ge 1\), \(g \in G_{n_0}\), and \(d = 2^m\). Then \[\lim_{n\to\infty}
\frac{
\#\{ \chi \in \operatorname{OIrr}(G_n) \mid \quad d \, \text{divides}\,\chi(g)\}
}{
|\operatorname{OIrr}(G_n)|
}
= 1.\]
Let \(\Lambda\) denote the set of partitions, and \(\Lambda_n\) those of size \(n\). Write a partition \(\lambda=\lambda_1 \geq
\cdots \geq \lambda_k > 0\) as a weakly decreasing sequence of positive integers. We write \(|\lambda|=\sum_i \lambda_i\) for the size of \(\lambda\), and \(\ell(\lambda)=k\) for its length. Let \(p(n)=|\Lambda_n|\) denote the number of partitions of \(n\), and write \(\mathcal{H}(\lambda)\) for the set of hooks of \(\lambda\). For a partition \(\lambda\), define \[\alpha(\lambda)=\sum_i
(i-1)\lambda_i.\]
Let \(\Phi\) denote the set of monic irreducible polynomials in \(\mathbb{F}_q[x]\) different from \(x\). Recall from the previous section that \(\mathfrak{X}_n\) is the set of functions \[\boldsymbol{\mu} : \Phi \to \Lambda
\quad\text{such that}\quad
\sum_{f \in \Phi} |\boldsymbol{\mu}(f)| d(f) = n.\] Each \(\boldsymbol{\mu}\in \mathfrak{X}_n\) corresponds to an irreducible complex character \(\chi_{\boldsymbol{\mu}}\) of \(G_n\). The degree \(d_{\boldsymbol{\mu}}\) of \(\chi_{\boldsymbol{\mu}}\) is given by \[d_{\boldsymbol{\mu}}
=
\psi_n(q)\prod_{f \in \Phi} H(\boldsymbol{\mu}(f), q^{d(f)}),\] where \[\psi_n(q) := \prod_{i=1}^n (q^i - 1),
\quad\text{and}\quad
H(\lambda,x): = x^{\alpha(\lambda)} \prod_{h \in \mathcal{H}(\lambda)} (x^{|h|}-1)^{-1}.\]
Definition 3. Let \(\mathfrak{Y}_n\) be the subset of \(\mathfrak{X}_n\) consisting of all partition valued functions \(\boldsymbol{\mu}\) for which \[\boldsymbol{\mu}(f)=\boldsymbol{\mu} (f^*)\quad \text{for all}\quad f\in \Phi.\]
It follows from Proposition 9 that there is a bijection between \(\mathfrak{Y}_n\) are the irreducible
orthogonal representations of \(G_n\).
For each partition \(\lambda \vdash n\), define \(\boldsymbol{\mu}_\lambda \in \mathfrak{X}_n\) by \[\boldsymbol{\mu}_\lambda(x-1)=\lambda,
\qquad
\boldsymbol{\mu}_\lambda(f)=\emptyset \quad \text{for } f(x)\neq x-1.\] We write \(\chi_\lambda := \chi_{\boldsymbol{\mu}_\lambda}\) and call such characters unipotent. These are precisely the irreducible
constituents of the permutation representation of \(G_n\) on \(G_n/B_n\), where \(B_n\) denotes the subgroup of upper triangular matrices.
The degree \(d_\lambda = \deg(\chi_\lambda)\) is given explicitly by \[\label{eq:unipotent-degree}
d_\lambda(q)
=
q^{\alpha(\lambda)}
\frac{\prod_{i=1}^n (q^i - 1)}{\prod_{h \in \mathcal{H}(\lambda)} (q^{|h|}-1)}.\tag{5}\] The dimension of \(\chi_{\boldsymbol{\mu}}\) factorizes as \[d_{\boldsymbol{\mu}} =
a_{\boldsymbol{\mu}} b_{\boldsymbol{\mu}},\] where \[a_{\boldsymbol{\mu}} =
\frac{\prod_{i=1}^n (q^i-1)}{\prod_{f \in \Phi} \prod_{i=1}^{|\boldsymbol{\mu}(f)|} (q^{d(f)i}-1)},
\quad\text{and}\quad
b_{\boldsymbol{\mu}} = \prod_{f \in \Phi} d_{\boldsymbol{\mu}(f)}(q^{d(f)}),\] (cf. [8]).
Lemma 2. Let \(G\) be a finite group, \(g \in G\), \(\chi\) an irreducible character of \(G\) and
let \(Z_G(g)\) be the centralizer of \(G\). Then \[\frac{\chi(g)}{\deg \chi}[G:Z_G(g)]\] is an algebraic integer.
When \(G=G_n\) and \(g\in G_{n_0}\), we find that \(Z_G(g)\) contains \(G_{n-n_0}\). This implies that \[\frac{\chi_{\boldsymbol{\mu}}(g)}{d_{\boldsymbol{\mu}}}[G_n:G_{n-n_0}]\in \bar{\mathbb{Z}},\] from which one has the following valuation criterion.
Proposition 12. Let \(d\) be coprime to \(q\). If for every prime \(\ell \mid d\), \[v_\ell(d_{\boldsymbol{\mu}}) - v_\ell\left(\prod_{i=0}^{n_0-1} (q^{n-i}-1)\right)
\ge v_\ell(d),\] then \(d \mid \chi_{\boldsymbol{\mu}}(g)\), i.e., \(\chi_{\boldsymbol{\mu}}(g)/d\in \bar{\mathbb{Z}}\).
Theorem 13. Let \(\ell\) be a prime number. We have \[v_\ell(d_{\boldsymbol{\mu}})
\ge
v_\ell \left(\frac{n!}{\prod_f |\boldsymbol{\mu}(f)|!}\right)
+
\sum_f v_\ell(\mathfrak{f}_{\boldsymbol{\mu}(f)}),\] where \(f_\lambda\) is the dimension of the Specht module associated to \(\lambda\) given by the hook length formula 2 .
Definition 4. Let \(\mathscr{G}_n(\Phi)\) be the set of functions \[F:\Phi\rightarrow \mathbb{Z}_{\geq 0}\] such that
\(\sum_{f\in \Phi} d(f)F(f)=n\),
\(F(f^*)=F(f)\) for all \(f\in \Phi\).
Thus \(F\) records the multiplicities of the elements of \(\Phi\) subject to the self-duality condition, and can be viewed as the “type” of an element \(\boldsymbol{\mu}\in \mathfrak{Y}_n\). For a fixed \(F\), we consider the fiber \[\{\boldsymbol{\mu}\in \mathfrak{Y}_n\mid \boldsymbol{\mu}\mapsto F\},\]
consisting of all objects with this prescribed data. The next result asserts that for large \(n\), almost all \(\boldsymbol{\mu}\) in a fixed fiber have valuation at least \(v((n)_k)\).
Lemma 3. Let \(k\) be a positive integer. Then for any \(\epsilon>0\) there exists a large positive integer \(N=N(\epsilon)>0\)
such that for all \(n\geq N\) and all \(F\in \mathscr{G}_n(\Phi)\) we have \[\frac{\# \{\boldsymbol{\mu}\in \mathfrak{Y}_n\mid \boldsymbol{\mu}\mapsto F\quad
\text{and}\quad v_2(d_{\boldsymbol{\mu}})< v_2((n)_k)\}}{\# \{\boldsymbol{\mu}\in \mathfrak{Y}_n\mid \boldsymbol{\mu}\mapsto F\}}<\epsilon\]
Proof. Fix \(\varepsilon>0\). By Theorem 2, there exists \(M=M(\varepsilon)\) such that for
all \(m \ge M\), \[\frac{\#\{\lambda \vdash m : v_2(\mathfrak{f}_\lambda) < k + \log_2(k q^{k+1}) + \log_2 m\}}{p(m)} < \varepsilon.\] Set \(N = k q^{k+1}
M\), and let \(n \ge N\). Fix \(F \in \mathscr{G}_n(\Phi)\), so that \(F(f)=F(f^*)\) for all \(f \in \Phi\). We
consider the set \[\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F\}.\] Such \(\boldsymbol{\mu}\) are determined by choosing, for each orbit \(\{f,f^*\}\), a partition \(\lambda_f \vdash F(f)\), and setting \(\boldsymbol{\mu}(f)=\boldsymbol{\mu}(f^*)=\lambda_f\). Thus there is a bijection \[\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F\}
\;\cong\;
\prod_{\{f,f^*\}} \Lambda_{F(f)}.\]
We now consider two cases. First suppose that \(\max_{f \in \operatorname{supp}(F)} d(f) \le k\). Since there are at most \(q^{k+1}\) monic polynomials of degree at most \(k\), the number of orbits \(\{f,f^*\}\) in \(\operatorname{supp}(F)\) is at most \(q^{k+1}\). Therefore, \[\frac{1}{|\operatorname{supp}(F)|} \sum_{f \in \Phi} F(f)
\;\ge\;
\frac{\sum_{f \in \Phi} d(f) F(f)}{k q^{k+1}}
=
\frac{n}{k q^{k+1}}
\;\ge\;
M.\] Hence there exists \(f_0 \in \operatorname{supp}(F)\) such that \(m := F(f_0) \ge M\).
For any \(\boldsymbol{\mu} \mapsto F\), we have \[v_2(d_{\boldsymbol{\mu}})
\ge
v_2\bigl(\mathfrak{f}_{\boldsymbol{\mu}(f_0)}\bigr),\] since \(d_{\boldsymbol{\mu}}\) contains the factor \(d_{\boldsymbol{\mu}(f_0)}(q^{d(f_0)})\), whose \(2\)-adic valuation is bounded below by that of \(\mathfrak{f}_{\boldsymbol{\mu}(f_0)}\).
It follows that \[\begin{align}
&\frac{\# \{\boldsymbol{\mu}\in \mathfrak{Y}_n : \boldsymbol{\mu}\mapsto F,\;v_2(d_{\boldsymbol{\mu}})< v_2((n)_k)\}}{\# \{\boldsymbol{\mu}\in \mathfrak{Y}_n : \boldsymbol{\mu}\mapsto F\}} \\
&\qquad\le
\frac{\#\{\lambda \vdash m : v_2(\mathfrak{f}_\lambda) < v_2((n)_k)\}}{p(m)}.
\end{align}\]
Now observe that \[v_2((n)_k)
=
\sum_{i=0}^{k-1} v_2(n-i)
\;\ge\;
\log_2(n-k+1),\] so for \(n \ge k q^{k+1} M\) we have \[v_2((n)_k)
\ge
k + \log_2(k q^{k+1}) + \log_2 m.\] Therefore, \[\frac{\#\{\lambda \vdash m : v_2(\mathfrak{f}_\lambda) < v_2((n)_k)\}}{p(m)}
<
\varepsilon,\] by the choice of \(M\).
Next suppose that \(\max_{f \in \operatorname{supp}(F)} d(f) > k\). Let \(f_1 \in \operatorname{supp}(F)\) have maximal degree. Then \[\begin{align}
n &= \sum_{f \in \Phi} d(f) F(f) \\
&> k F(f_1) + \sum_{f \ne f_1} F(f) \\
&= (k-1)F(f_1) + \sum_{f \in \Phi} F(f).
\end{align}\] Since \(F(f_1)\ge 1\), it follows that \[n-k \ge \sum_{f \in \Phi} F(f).\] Thus \(\frac{n!}{\prod_f F(f)!}\) is divisible by \((n)_k\), and hence for any \(\boldsymbol{\mu} \mapsto F\) we have \[v_2(d_{\boldsymbol{\mu}})
\ge
v_2\left(\frac{n!}{\prod_f F(f)!}\right)
\ge
v_2((n)_k).\] Therefore, \[\frac{\# \{\boldsymbol{\mu}\in \mathfrak{Y}_n : \boldsymbol{\mu}\mapsto F,\;v_2(d_{\boldsymbol{\mu}})< v_2((n)_k)\}}{\# \{\boldsymbol{\mu}\in \mathfrak{Y}_n : \boldsymbol{\mu}\mapsto F\}}
= 0.\] Combining the two cases completes the proof. ◻
Proposition 14. Let \(v:=v_2\) and for any \(k\), let \((n)_k := n!/(n-k)!\). Then \[\lim_{n\to\infty}
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : v(d_{\boldsymbol{\mu}}) < v((n)_k)\}
}{|\mathfrak{Y}_n|}
= 0.\]
Proof. Fix \(\varepsilon>0\). Let \(N=N(\varepsilon)\) be as in Lemma 3. For all
\(n \ge N\), we decompose according to the map \(\boldsymbol{\mu} \mapsto F\): \[\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : v(d_{\boldsymbol{\mu}}) < v((n)_k)\}
}{|\mathfrak{Y}_n|}
=
\sum_{F \in \mathscr{G}_n(\Phi)}
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F,\;v(d_{\boldsymbol{\mu}}) < v((n)_k)\}
}{|\mathfrak{Y}_n|}.\] For each \(F\), we write \[\begin{align}&\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F,\;v(d_{\boldsymbol{\mu}}) < v((n)_k)\}
}{|\mathfrak{Y}_n|}\\
= &
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F,\;v(d_{\boldsymbol{\mu}}) < v((n)_k)\}
}{\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F\}}
\cdot
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F\}
}{|\mathfrak{Y}_n|}.
\end{align}\] By Lemma 3, the first factor is \(<\varepsilon\) for all \(F \in
\mathscr{G}_n(\Phi)\), provided \(n \ge N\). Hence \[\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : v(d_{\boldsymbol{\mu}}) < v((n)_k)\}
}{|\mathfrak{Y}_n|}
<
\varepsilon \sum_{F \in \mathscr{G}_n(\Phi)}
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : \boldsymbol{\mu} \mapsto F\}
}{|\mathfrak{Y}_n|}
=
\varepsilon.\] Since \(\varepsilon>0\) is arbitrary, the result follows. ◻
Proposition 15. For every integer \(r \ge 1\), \[\lim_{n\to\infty}
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : 2^r \nmid \chi_{\boldsymbol{\mu}}(g)\}
}{|\mathfrak{Y}_n|}
= 0.\]
Proof. Let \(g \in G_{n_0}\) be fixed. From Lemma 2, we have that \[\frac{\chi_{\boldsymbol{\mu}}(g)}{d_{\boldsymbol{\mu}}}
\cdot [G_n : G_{n-n_0}]\] is an algebraic integer. It follows that if \[v_2(d_{\boldsymbol{\mu}})
\;\ge\;
r + v_2\!\left(\prod_{i=0}^{n_0-1} (q^{n-i}-1)\right),\] then \(2^r \mid \chi_{\boldsymbol{\mu}}(g)\). Set \[r_0 := r + n_0\, v(q^2 - 1).\] As in the proof of [8], we have that \[\{\boldsymbol{\mu} \in \mathfrak{Y}_n : 2^r \nmid \chi_{\boldsymbol{\mu}}(g)\}
\subset
\{\boldsymbol{\mu} \in \mathfrak{Y}_n : v(d_{\boldsymbol{\mu}}) < v((n)_{n_0 + 2r_0})\}.\] Applying Proposition 14 with \(k
= n_0 + 2r_0\), we obtain \[\lim_{n\to\infty}
\frac{
\#\{\boldsymbol{\mu} \in \mathfrak{Y}_n : 2^r \nmid \chi_{\boldsymbol{\mu}}(g)\}
}{|\mathfrak{Y}_n|}
= 0,\] as required. ◻
We now derive consequences of the formulas for Stiefel–Whitney classes in terms of character values on elements of order \(2\), together with the asymptotic divisibility results of the previous section. We show that, in
the large rank limit, almost all irreducible orthogonal representations of \(\operatorname{GL}_n(\mathbb{F}_q)\) have trivial low-degree Stiefel–Whitney classes.
Theorem 16. Let \(q\) be odd.
One has \[\lim_{n\to\infty}
\frac{
\#\{\pi \in \operatorname{OIrr}(G_n) : w_1(\pi)=w_2(\pi)=0\}
}{
|\operatorname{OIrr}(G_n)|
}
= 1.\]
If \(q \equiv 1 \pmod{4}\), then \[\lim_{n\to\infty}
\frac{
\#\{\pi \in \operatorname{OIrr}(G_n) : w_1(\pi)=w_2(\pi)=w_4(\pi)=0\}
}{
|\operatorname{OIrr}(G_n)|
}
= 1.\]
Proof. The result follows directly from 4 , Theorem 10 and Proposition 15. ◻
In this section we study the asymptotic behavior, as \(q \to \infty\) with \(q\) odd, of the values of irreducible orthogonal characters of \(\operatorname{GL}_2(\mathbb{F}_q)\) on a fixed semisimple element. Our goal is to understand the frequency with which powers of \(2\) divide such character values. This provides a sharp contrast
with the results in the previous section.
4.1 Classification of irreducible representations↩︎
Let \(G_q := \operatorname{GL}_2(\mathbb{F}_q)\). We recall the classification of irreducible complex representations of \(G_q\), following [20]. We fix the standard subgroups: \[B = \left\{ \begin{pmatrix} a & b \\ 0 & d \end{pmatrix} \right\}, \quad
N = \left\{ \begin{pmatrix} 1 & x \\ 0 & 1 \end{pmatrix} \right\}, \quad
T = \left\{ \begin{pmatrix} a & 0 \\ 0 & d \end{pmatrix} \right\}, \quad
Z = \left\{ \begin{pmatrix} a & 0 \\ 0 & a \end{pmatrix} \right\}.\] Thus \(B = TN\) and \(N \simeq (\mathbb{F}_q,+)\). Irreducible representations of \(G_q\) fall into the following classes:
One-dimensional representations. This is the family of \(1\)-dimensional representations which factor through the determinant: \[\pi = \psi \circ \det,\] where \(\psi : \mathbb{F}_q^\times \to \mathbb{C}^\times\) is a character. Since \(|\mathbb{F}_q^\times| = q-1\), there are exactly \(q-1\) such
representations.
Principal series representations. Let \(\chi_1, \chi_2 : \mathbb{F}_q^\times \to \mathbb{C}^\times\) be characters. Define a character of \(T\) by \[\chi = \chi_1 \otimes \chi_2, \qquad
\chi\!\left(\begin{pmatrix} a & 0 \\ 0 & d \end{pmatrix}\right) = \chi_1(a)\chi_2(d),\] and inflate it to \(B\). Consider \[\pi(\chi_1,\chi_2) := \mathrm{Ind}_B^{G_q} \chi.\]
Then one has that
\(\mathrm{Ind}_B^{G_q} \chi\) is irreducible if and only if \(\chi_1 \neq \chi_2\),
if \(\chi_1 = \chi_2\), then \(\mathrm{Ind}_B^{G_q} \chi\) has length \(2\).
In the reducible case \(\chi_1=\chi_2=\psi\), one has \[\mathrm{Ind}_B^{G_q}(\psi \otimes \psi)
= (\psi \circ \det) \oplus \left(\mathrm{St}\otimes (\psi \circ \det)\right),\] where \(\operatorname{St}\) is the Steinberg representation. If \(\chi_1 \neq \chi_2\), the
representation is irreducible of dimension \[\dim \pi(\chi_1,\chi_2) = [G_q : B] = q+1.\] Since \(\pi(\chi_1,\chi_2) \cong \pi(\chi_2,\chi_1)\), the number of distinct such irreducible
Steinberg representations is \[\frac{(q-1)(q-2)}{2}.\]
Steinberg representations. The Steinberg representation \(\mathrm{St}\) is defined by \(\mathrm{Ind}_B^{G_q}(1) = 1 \oplus \mathrm{St}\). It is irreducible of
dimension \(q\). More generally, for any character \(\psi : \mathbb{F}_q^\times \to \mathbb{C}^\times\), one obtains \[\mathrm{St}\otimes (\psi \circ
\det),\] which are all irreducible of dimension \(q\). Thus there are \((q-1)\) such representations.
Cuspidal representations. An irreducible representation \(\pi\) is called cuspidal if it does not contain the trivial character of \(N\). Let \(\mathbb{F}_{q^2}/\mathbb{F}_q\) be the quadratic extension, and let \(\theta : \mathbb{F}_{q^2}^\times \to \mathbb{C}^\times\) be a character. Denote by \(\theta^q(x)
:= \theta(x^q)\). A character \(\theta\) is called regular if \(\theta^q \neq \theta\). Using the embedding \(\mathbb{F}_{q^2}^\times
\hookrightarrow G_q\) arising from its action on \(\mathbb{F}_{q^2}\) as a \(2\)-dimensional \(\mathbb{F}_q\)-vector space, one constructs a virtual
representation \[\pi_\theta = \mathrm{Ind}_{ZN}^{G_q}(\theta \otimes \psi) - \mathrm{Ind}_{\mathbb{F}_{q^2}^\times}^{G_q} \theta,\] where \(\psi\) is a non-trivial character of \(N\). Then, the following assertions hold:
\(\pi_\theta\) is irreducible of dimension \(q-1\),
\(\pi_\theta \cong \pi_{\theta'}\) if and only if \(\theta' = \theta\) or \(\theta' = \theta^q\),
every cuspidal representation arises this way.
Since there are \(q^2-1\) characters of \(\mathbb{F}_{q^2}^\times\), and exactly \((q-1)\) of them satisfy \(\theta^{q-1}=1\), the number of regular characters is \[q^2-1 - (q-1) = q(q-1).\] Dividing by the equivalence \(\theta \sim \theta^q\), we obtain \(\frac{q(q-1)}{2}\) cuspidal representations.
In summary, the total number of irreducible representations is \[(q-1) + \frac{(q-1)(q-2)}{2} + (q-1) + \frac{q(q-1)}{2}
= q^2 - 1,\] in agreement with the number of conjugacy classes of \(G_q\).
Recall that for any finite-dimensional representation \(\pi\) of \(G_q\), the contragredient representation \(\pi^\vee\) has character \(\chi_{\pi^\vee}(g)=\overline{\chi_\pi(g)}\). We say that \(\pi\) is self-dual if \(\pi \simeq \pi^\vee\).
Lemma 4. Let \(G\) be a finite group, \(H \subset G\) a subgroup, and let \((\sigma,V)\) be a finite-dimensional complex
representation of \(H\). Then there is a natural isomorphism of \(G\)-representations \[(\mathrm{Ind}_H^G \sigma)^\vee \;\simeq\;
\mathrm{Ind}_H^G(\sigma^\vee).\]
Proof. Recall that \[\mathrm{Ind}_H^G V
=
\{ f: G \to V \mid f(hg)=\sigma(h)f(g)\;\text{for all } h\in H,\, g\in G \},\] has \(G\)-action given by \[(g\cdot f)(x)=f(xg), \quad\text{for}\quad g,x\in G.\] Similarly, \[\mathrm{Ind}_H^G V^\vee
=
\{ \lambda: G \to V^\vee \mid \lambda(hg)=\sigma^\vee(h)\lambda(g)\;\text{for all } h\in H,\, g\in G \},\] with the same right translation action.
Define a pairing \[\langle\cdot,\cdot\rangle : \mathrm{Ind}_H^G V \times \mathrm{Ind}_H^G V^\vee \longrightarrow \mathbb{C}\] by \[\langle f,\lambda\rangle
:=
\sum_{x \in H\backslash G} \lambda(x)\bigl(f(x)\bigr).\] For \(g\in G\), \[\langle g\cdot f,\lambda\rangle
=
\sum_{x\in H\backslash G} \lambda(x)\bigl(f(xg)\bigr).\] Making the change of variables \(y=xg\), which permutes the cosets \(H\backslash G\), we obtain \[\langle g\cdot f,\lambda\rangle
=
\sum_{y\in H\backslash G} \lambda(yg^{-1})\bigl(f(y)\bigr)
=
\langle f, g^{-1}\cdot \lambda\rangle,\] since \((g^{-1}\cdot \lambda)(y)=\lambda(yg^{-1})\). Thus the pairing is \(G\)-invariant.
This pairing is clearly bilinear, and nondegenerate. If \(f\neq 0\), then there exists \(x\) such that \(f(x)\neq 0\), and one may choose \(\lambda\) supported on the coset \(Hx\) so that \(\lambda(x)(f(x))\neq 0\). Thus, \(\langle f, \lambda\rangle \neq 0\).
Similarly, if \(\lambda\neq 0\), one may choose \(f\) such that \(\langle f, \lambda\rangle \neq 0\).
Therefore the pairing identifies \(\mathrm{Ind}_H^G V^\vee\) with \((\mathrm{Ind}_H^G V)^\vee\) as \(G\)-representations, yielding the desired isomorphism
\[(\mathrm{Ind}_H^G \sigma)^\vee \simeq \mathrm{Ind}_H^G(\sigma^\vee).\] ◻
Proposition 17. Let \(G=\operatorname{GL}_2(\mathbb{F}_q)\) and let \(\mathrm{St}\) denote the Steinberg representation. Then \[\mathrm{St}^\vee \simeq \mathrm{St}.\]
Proof. Let \(B\subset G\) be the Borel subgroup of upper triangular matrices, and consider the (unnormalized) induced representation \[\pi := \mathrm{Ind}_B^G \mathbf{1}.\] It
is well known that \(\pi\) contains the trivial representation \(\mathbf{1}\) as a subrepresentation (via constant functions), and that the Steinberg representation is defined as the
quotient \[\mathrm{St}:= \pi / \mathbf{1}.\] We first observe that \(\pi\) is self-dual. Indeed, by Lemma 4, \[\pi^\vee = (\mathrm{Ind}_B^G \mathbf{1})^\vee \simeq \mathrm{Ind}_B^G(\mathbf{1}) = \pi.\] Realize \(\pi\) as \[\pi = \{
f: G \to \mathbb{C} \mid f(bg)=f(g)\;\text{for all } b\in B \}.\] Define \[\langle f_1, f_2 \rangle := \sum_{x \in B\backslash G} f_1(x) f_2(x).\] As in the proof of Lemma 4, \(\pi \simeq \pi^\vee\) via this pairing.
Consider the subrepresentation \(\mathbf{1} \subset \pi\) consisting of constant functions. We have that \[\mathbf{1}^\perp
=
\left\{ f \in \pi \;\middle|\; \sum_{x\in B\backslash G} f(x)=0 \right\}.\] This subspace has codimension one, hence \[\mathbf{1}^\perp \simeq \mathrm{St}.\] Since the pairing on \(\pi\) is nondegenerate and \(G\)-invariant, it induces a nondegenerate \(G\)-invariant pairing on \(\mathbf{1}^\perp\).
Therefore \(\mathbf{1}^\perp\) is self-dual, and thus, \(\mathrm{St}^\vee \simeq \mathrm{St}\), as claimed. ◻
Lemma 5. Let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) and let \(\theta:\mathbb{F}_{q^2}^\times\to\mathbb{C}^\times\) be a character with \(\theta\neq\theta^q\). Let \(\pi_\theta\) be the associated cuspidal representation, realized as the virtual representation \[\pi_\theta =
\mathrm{Ind}_{ZN}^{G_q}(\theta_\psi) - \mathrm{Ind}_E^{G_q}(\theta).\] Then \[\pi_\theta^\vee \simeq \pi_{\theta^{-1}}.\]
Proof. We dualize the defining expression term by term. For any subgroup \(H\subset G_q\) and any finite-dimensional representation \(\sigma\) of \(H\), we have \[(\mathrm{Ind}_H^{G_q} \sigma)^\vee \simeq \mathrm{Ind}_H^{G_q}(\sigma^\vee).\] Applying this to each term gives \[\pi_\theta^\vee
=
\mathrm{Ind}_{ZN}^{G_q}(\theta_\psi^\vee)
-
\mathrm{Ind}_E^{G_q}(\theta^\vee).\] Since \(\theta\) is one-dimensional, \[\theta^\vee = \theta^{-1}.\] Thus \[(\mathrm{Ind}_E^{G_q} \theta)^\vee \simeq
\mathrm{Ind}_E^{G_q}(\theta^{-1}).\] Recall that \(\theta_\psi\) is defined on \(ZN\) by \[\theta_\psi(zn) = \theta(z)\,\psi(n),\] where \(\psi:N\to\mathbb{C}^\times\) is a nontrivial additive character (via the standard identification \(N\simeq \mathbb{F}_q\)). Thus \[\theta_\psi^\vee(zn)
=
\theta(z)^{-1}\,\psi(n)^{-1}.\] Since \(\psi^{-1}\) is again a nontrivial additive character of \(N\), it differs from \(\psi\) by conjugation in
\(G_q\): more precisely, there exists \(g\in G_q\) such that \[\psi(n)^{-1} = \psi(gng^{-1}) \quad \text{for all } n\in N.\] It follows that \(\theta_\psi^\vee\) is conjugate (as a representation of \(ZN\)) to \((\theta^{-1})_\psi\). Therefore \[\mathrm{Ind}_{ZN}^{G_q}(\theta_\psi^\vee)
\simeq
\mathrm{Ind}_{ZN}^{G_q}((\theta^{-1})_\psi),\] since induction is invariant under conjugation of the inducing representation. Combining the above, we obtain \[\pi_\theta^\vee
=
\mathrm{Ind}_{ZN}^{G_q}((\theta^{-1})_\psi)
-
\mathrm{Ind}_E^{G_q}(\theta^{-1})
=
\pi_{\theta^{-1}}.\] This proves the desired isomorphism. ◻
Proposition 18. Let \(\pi\) be an irreducible complex representation of \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\). Then:
If \(\pi = \psi \circ \det\) is one-dimensional, then \[\pi^\vee \simeq \psi^{-1} \circ \det.\] In particular, \(\pi\) is self-dual if and only
if \(\psi^2=1\).
If \(\pi = \operatorname{Ind}_B^{G_q}(\chi_1 \otimes \chi_2)\) is a principal series representation with \(\chi_1 \neq \chi_2\), then \[\pi^\vee \simeq
\operatorname{Ind}_B^{G_q}(\chi_1^{-1} \otimes \chi_2^{-1}).\] Thus \(\pi\) is self-dual if and only if \[\{\chi_1,\chi_2\} = \{\chi_1^{-1},\chi_2^{-1}\}.\]
If \(\pi = \mathrm{St}\otimes (\psi \circ \det)\) is a twist of the Steinberg representation, then \[\pi^\vee \simeq \mathrm{St}\otimes (\psi^{-1} \circ \det).\] In particular,
\(\pi\) is self-dual if and only if \(\psi^2=1\).
If \(\pi=\pi_\theta\) is a cuspidal representation associated to a character \(\theta:\mathbb{F}_{q^2}^\times \to \mathbb{C}^\times\) with \(\theta \neq
\theta^q\), then \[\pi_\theta^\vee \simeq \pi_{\theta^{-1}}.\] In particular, \(\pi_\theta\) is self-dual if and only if \[\theta^q =
\theta^{-1}.\]
Proof. Part (1) is immediate.
For part (2), let \(\pi = \operatorname{Ind}_B^{G_q}(\chi_1 \otimes \chi_2)\). By Lemma 4, one has \[\left(\operatorname{Ind}_B^{G_q}(\chi_1 \otimes \chi_2)\right)^\vee
\simeq
\operatorname{Ind}_B^{G_q}(\chi_1^{-1} \otimes \chi_2^{-1})\] The Weyl group symmetry gives \[\operatorname{Ind}_B^{G_q}(\chi_1 \otimes \chi_2)
\simeq
\operatorname{Ind}_B^{G_q}(\chi_2 \otimes \chi_1).\] It follows that \(\pi \simeq \pi^\vee\) if and only if the unordered pair \(\{\chi_1,\chi_2\}\) is invariant under inversion,
i.e.\(\{\chi_1,\chi_2\}=\{\chi_1^{-1},\chi_2^{-1}\}\).
For part (3), Proposition 4 asserts that \(\mathrm{St}^\vee \simeq \mathrm{St}\). Hence, \[(\mathrm{St}\otimes (\psi \circ \det))^\vee
\simeq
\mathrm{St}\otimes (\psi^{-1} \circ \det).\]
Lemma 6. Let \(G\) be a finite group, \(H \subset G\) a subgroup, and let \(\sigma:H \to \mathbb{C}^\times\) be a one-dimensional
representation. Let \(\pi = \mathrm{Ind}_H^G \sigma\). Fix a set of representatives \(\{x_i\}\) for \(H\backslash G\). For \(g\in
G\), write \[x_i g = h_i(g)\, x_{\rho(i)}\] with \(h_i(g)\in H\) and \(\rho\) a permutation of the index set. Then \[\det(\pi)(g)
=
\operatorname{sgn}(\rho)\prod_i \sigma\bigl(h_i(g)\bigr).\]
Proof. Let \(\{e_i\}\) be the standard basis of \(\mathrm{Ind}_H^G \sigma\) corresponding to the cosets \(Hx_i\). By definition of induction,
\[g\cdot e_i = \sigma\bigl(h_i(g)\bigr)\, e_{\rho(i)}.\] Thus the matrix of \(\pi(g)\) is a permutation matrix corresponding to \(\rho\), with nonzero
entries \(\sigma(h_i(g))\) in positions \((i,\rho(i))\). The determinant of such a matrix is the sign of the permutation multiplied by the product of the nonzero entries, hence \[\det(\pi)(g)
=
\operatorname{sgn}(\rho)\prod_i \sigma\bigl(h_i(g)\bigr),\] as claimed. ◻
Define the quadratic character \(\mu:\mathbb{F}_q^\times \longrightarrow \{\pm1\}\) by: \[\mu(a):=
\begin{cases}
1 & \text{if } a \in (\mathbb{F}_q^\times)^2,\\
-1 & \text{otherwise}.
\end{cases}\] Extend \(\mu\) to a character of \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) as follows \[\mu(g):=\mu(\det g).\]
Lemma 7. For \(g\in G_q=\operatorname{GL}_2(\mathbb{F}_q)\), let \(\rho_{\mathbb{P}^1}(g)\) be the permutation of \(\mathbb{P}^1(\mathbb{F}_q)\) induced by \(g\). Then \[\operatorname{sgn}(\rho_{\mathbb{P}^1}(g))=\mu(\det g).\]
Proof. The action of \(G_q\) on \(\mathbb{P}^1(\mathbb{F}_q)\) factors through \(\operatorname{PGL}_2(\mathbb{F}_q)\), since scalar matrices act
trivially. Thus the map \[g \longmapsto \operatorname{sgn}(\rho_{\mathbb{P}^1}(g))\] factors through \(\operatorname{PGL}_2(\mathbb{F}_q)\) and defines a group homomorphism \[\operatorname{PGL}_2(\mathbb{F}_q)\longrightarrow \{\pm1\}.\]
For \(q\) odd, \(\operatorname{PSL}_2(\mathbb{F}_q)\) is a normal subgroup of index \(2\) in \(\operatorname{PGL}_2(\mathbb{F}_q)\), and one has a canonical identification \[\operatorname{PGL}_2(\mathbb{F}_q)/\operatorname{PSL}_2(\mathbb{F}_q)\;\simeq\;
\mathbb{F}_q^\times/(\mathbb{F}_q^\times)^2,\] via the determinant map. It follows that any homomorphism \(\operatorname{PGL}_2(\mathbb{F}_q)\to\{\pm1\}\) is determined by a quadratic character of \(\mathbb{F}_q^\times\), and hence there exists a character \(\chi:\mathbb{F}_q^\times\to\{\pm1\}\) such that \[\operatorname{sgn}(\rho_{\mathbb{P}^1}(g))=\chi(\det
g).\]
It remains to identify \(\chi\). For this, consider the element \[g=\begin{pmatrix}a & 0 \\ 0 & 1\end{pmatrix}.\] Then \(g\) acts on \(\mathbb{P}^1(\mathbb{F}_q)=\mathbb{F}_q\cup\{\infty\}\) by \[x\mapsto ax, \qquad \infty\mapsto\infty.\] Thus \(\rho_{\mathbb{P}^1}(g)\) fixes \(\infty\) and permutes \(\mathbb{F}_q\) via multiplication by \(a\). Since \(0\) is also fixed, the sign of \(\rho_{\mathbb{P}^1}(g)\) is equal to the sign of the permutation of \(\mathbb{F}_q^\times\) given by \(x\mapsto ax\).
Choose a generator \(\gamma\) of the cyclic group \(\mathbb{F}_q^\times\), so that \(\mathbb{F}_q^\times=\{\gamma^k : 0\le k\le q-2\}\). Writing \(a=\gamma^m\), the map \(x\mapsto ax\) corresponds to the permutation \(k\mapsto k+m\) of \(\mathbb{Z}/(q-1)\mathbb{Z}\). This
permutation is a cycle of length \((q-1)/\gcd(m,q-1)\) repeated \(\gcd(m,q-1)\) times, and its sign is \[(-1)^{(q-1)-\gcd(m,q-1)}=(-1)^{\gcd(m,q-1)}=(-1)^m=\mu(a).\] Thus conclude that \[\operatorname{sgn}(\rho_{\mathbb{P}^1}(g))=\mu(a)=\mu(\det g)\] for all such diagonal elements, and hence for
all \(g\in G_q\). ◻
Proposition 19. Let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) and let \(\pi\) be a self-dual irreducible one-dimensional or principal series complex representation.
Then the first Stiefel–Whitney class \(w_1(\pi)\), identified with \(\det(\pi):G_q\to\{\pm1\}\), is given as follows: \[\begin{cases}
\chi & \text{if } \pi=\chi\circ\det,\\
\mu\circ \det & \text{if } \pi=\mathrm{Ind}_B^{G_q}(\chi_1\otimes\chi_2),\\ \mu\circ \det & \text{if } \pi=\mathrm{St}\otimes(\psi\circ\det).\\
\end{cases}\]
Proof. We compute \(\det(\pi)\) in each case.
(i) One-dimensional representations. If \(\pi=\chi\circ\det\), then \(\det(\pi)=\chi\circ\det\) by definition.
(ii) Principal series. Let \(\pi=\mathrm{Ind}_B^{G_q}(\chi_1\otimes\chi_2)\), and write \(\sigma=\chi_1\otimes\chi_2\). By the determinant formula for induced representations,
fixing coset representatives \(\{x_i\}\) for \(B\backslash G_q\), we have \[\det(\pi)(g)
=
\operatorname{sgn}(\rho_g)\prod_i \sigma(h_i(g)),
\quad\text{where } x_i g = h_i(g)\,x_{\rho_g(i)}.\] Since \(\sigma\) depends only on diagonal entries, we have \[\sigma(h_i(g)) = \chi_1(a_i(g))\chi_2(d_i(g)),\] where \(a_i(g)d_i(g)=\det(g)\). Hence \[\prod_i \sigma(h_i(g))
=
\prod_i (\chi_1\chi_2)(\det g)
=
(\chi_1\chi_2)(\det g)^{q+1}.\] Since the representation is self dual, \(\chi_1\chi_2=1\). Hence by Lemma 7, we find that \[\det(\pi)=\mu\circ \det.\]
(iii) Steinberg twists. Using the virtual identity \[\mathrm{St}= \mathrm{Ind}_B^{G_q}\mathbf{1} - \mathbf{1},\] we compute determinants multiplicatively: \[\det(\mathrm{St})
=
\frac{\det(\mathrm{Ind}_B^{G_q}\mathbf{1})}{\det(\mathbf{1})}=\mu\circ \det.\] Now if \(\pi=\mathrm{St}\otimes(\psi\circ\det)\), then \[\det(\pi)
=
\det(\mathrm{St})\cdot (\psi\circ\det)^{\dim \mathrm{St}}
=
(\mu\circ \det) (\psi\circ\det)^q=(\mu\circ \det) (\psi\circ\det)=\mu\psi\circ \det.\] ◻
Recall that \(h_1=\mathrm{diag}(-1,1)\) and \(h_2=\mathrm{diag}(-1,-1)=-I\).
Proposition 20. Let \(\pi\) be an irreducible complex representation of \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\). Then:
If \(\pi = \psi \circ \det\) is one-dimensional and \(\psi^2=1\). Then we have that \[\chi_\pi(h_1)=\psi(-1) \quad\text{ and }\quad
\chi_\pi(h_2)=\psi(1)=1.\]
If \(\pi = \operatorname{Ind}_B^{G_q}(\chi_1 \otimes \chi_2)\) is a self dual principal series representation with \(\chi_1 \neq \chi_2\). Then, \[\chi_\pi(h_1)=\chi_1(-1)+\chi_2(-1)
\quad\text{ and }\quad
\chi_\pi(h_2)=(q+1)\chi_1(-1)\chi_2(-1).\]
If \(\pi = \mathrm{St}\otimes (\psi \circ \det)\) is a twist of the Steinberg representation for which \(\psi^2=1\), we have that \[\chi_\pi(h_1)=\psi(-1) \quad\text{and}\quad \chi_\pi(h_2)=q\cdot \psi(1)=q.\]
If \(\pi=\pi_\theta\) is a self-dual cuspidal representation associated to a character \(\theta:\mathbb{F}_{q^2}^\times \to \mathbb{C}^\times\) with \(\theta \neq \theta^q\). Then, \[\chi_{\pi_\theta}(h_1)=0
\quad\text{and}\quad
\chi_{\pi_\theta}(h_2)=(q-1)\,\theta(-1).\]
Proof. We treat each case separately.
(1) Since \(\det(h_1)=-1\) and \(\det(h_2)=1\), we obtain \[\chi_\pi(h_1)=\psi(-1) \quad \text{and}\quad\chi_\pi(h_2)=\psi(1)=1.\]
(2) We use the standard formula for the character of an induced representation: \[\chi_{\mathrm{Ind}_B^{G_q}\sigma}(g)
=
\frac{1}{|B|}
\sum_{\substack{x\in G_q \\ x^{-1}gx \in B}}
\chi_\sigma(x^{-1}gx),\] where \(\sigma=\chi_1\otimes\chi_2\). The element \(h_1\) is semisimple with distinct eigenvalues. There are exactly two such \(B\)-conjugacy representatives, namely \[\begin{pmatrix}-1 & 0 \\ 0 & 1\end{pmatrix}
\quad \text{and} \quad
\begin{pmatrix}1 & 0 \\ 0 & -1\end{pmatrix}.\]Thus \[\chi_\pi(h_1)
=
\chi_\sigma\!\left(\begin{pmatrix}-1 & 0 \\ 0 & 1\end{pmatrix}\right)
+
\chi_\sigma\!\left(\begin{pmatrix}1 & 0 \\ 0 & -1\end{pmatrix}\right),\] and we obtain \[\chi_\pi(h_1)
=
\chi_1(-1)\chi_2(1) + \chi_1(1)\chi_2(-1)
=
\chi_1(-1)+\chi_2(-1).\] For \(h_2=-I\), which is central in \(G_q\), we have \(x^{-1}h_2x=h_2\) for all \(x\in
G_q\), and hence \[\chi_\pi(h_2)
=
\frac{1}{|B|}
\sum_{x\in G_q} \chi_\sigma(h_2)
=
\frac{|G_q|}{|B|}\,\chi_\sigma(h_2).\] Since \(\dim(\pi)=[G_q:B]=q+1\), it follows that \[\chi_\pi(h_2)
=
(q+1)\chi_\sigma(-I)
=
(q+1)\chi_1(-1)\chi_2(-1).\]
(3) The computation for Steinberg representations follows along the same lines as part (2).
(4) We use the virtual representation \[\pi_\theta = \mathrm{Ind}_{ZN}^{G_q}(\theta_\psi) - \mathrm{Ind}_E^{G_q}(\theta),\] and compute characters using the standard formula for induced representations: \[\chi_{\mathrm{Ind}_H^{G_q}\sigma}(g)
=
\frac{1}{|H|}
\sum_{\substack{x\in G_q \\ x^{-1}gx \in H}}
\chi_\sigma(x^{-1}gx).\] The element \(h_1\) is split semisimple with distinct eigenvalues. We claim that neither \(ZN\) nor \(E\) contains any
conjugate of \(h_1\). First, every element of \(ZN\) is unipotent up to scalar, hence has a single eigenvalue; thus no conjugate of \(h_1\) lies in \(ZN\). Therefore \[\chi_{\mathrm{Ind}_{ZN}^{G_q}(\theta_\psi)}(h_1)=0.\] Diagonalizable elements in \(E\simeq \mathbb{F}_{q^2}^\times\) are the elements in \(\mathbb{F}_q^\times\). Thus the only diagonalizable elements in \(E\) are scalar. Since \(h_1\) is non-scalar and diagonalizable over \(\mathbb{F}_q\), it is not conjugate to any element of \(E\). Hence, \(\chi_{\mathrm{Ind}_E^{G_q}(\theta)}(h_1)=0\) and we deduce that \[\chi_{\pi_\theta}(h_1)=0.\] Since \(h_2=-I\) is central, the induced character formula simplifies to \[\chi_{\mathrm{Ind}_H^{G_q}\sigma}(h_2)
=
\frac{|G_q|}{|H|}\,\chi_\sigma(h_2)\] provided \(h_2\in H\), and is \(0\) otherwise. First, \(h_2\in Z\subset ZN\), so \[\chi_{\mathrm{Ind}_{ZN}^{G_q}(\theta_\psi)}(h_2)
=
\frac{|G_q|}{|ZN|}\,\theta_\psi(h_2).\] Since \(\theta_\psi(zn)=\theta(z)\psi(n)\) and \(h_2=-I\in Z\), we have \[\theta_\psi(h_2)=\theta(-1).\] A
direct computation shows \[\frac{|G_q|}{|ZN|} = q^2-1,\] so \[\chi_{\mathrm{Ind}_{ZN}^{G_q}(\theta_\psi)}(h_2)=(q^2-1)\theta(-1).\]Next, \(h_2\in E\), so
similarly \[\chi_{\mathrm{Ind}_E^{G_q}(\theta)}(h_2)
=
\frac{|G_q|}{|E|}\,\theta(-1).\] Since \(|E|=q^2-1\), we have \[\frac{|G_q|}{|E|} = q(q-1),\] and hence \[\chi_{\mathrm{Ind}_E^{G_q}(\theta)}(h_2)=q(q-1)\theta(-1).\]Therefore \[\chi_{\pi_\theta}(h_2)
=
(q^2-1)\theta(-1) - q(q-1)\theta(-1)
=
(q-1)\theta(-1).\] ◻
Remark 21. For any irreducible character \(\chi\) of \(G_q\), one has \[|\chi(h_1)| \le 2.\] In particular, if \(r \ge 2\), then \[2^r \mid \chi(h_1) \quad \Longleftrightarrow \quad \chi(h_1)=0,\] since the only integer divisible by \(2^r\) with absolute value at most
\(2\) is \(0\).
Proposition 22. Let \(q\equiv 1 \pmod{4}\), let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\), and let \(\pi\) be a self-dual irreducible
complex representation of \(G_q\). Then the following hold.
If \(\pi\) is one-dimensional, then \[w_2(\pi)=w_4(\pi)=0.\]
If \(\pi=\mathrm{St}\otimes(\psi\circ\det)\) with \(\psi^2=1\), then \[w_2(\pi)=0 \iff q\equiv 1 \pmod{8}.\]
If \(\pi=\pi_\theta\) is cuspidal and self-dual, then \[w_2(\pi)=0 \iff q\equiv 1 \pmod{8}.\]
For \(\pi\) with \(\dim \pi>1\), in the principal series case \(\pi=\mathrm{Ind}_B^{G_q}(\chi_1\otimes\chi_1^{-1})\), \[w_4(\pi)=0
\iff
\begin{cases}
q \equiv 1 \pmod{16}, & \text{if } \chi_1(-1)=1,\\[6pt]
q \equiv 13 \pmod{16}, & \text{if } \chi_1(-1)=-1,
\end{cases}\] while for Steinberg twists and cuspidal representations one always has \[w_4(\pi)=0 \iff q \equiv 1 \pmod{16}.\]
Proof. Let \(h_1=\mathrm{diag}(-1,1)\) and \(h_2=-I\). For any representation \(\pi\), recall that \[m_\pi =
\frac{\dim \pi - \chi_\pi(h_1)}{2}.\] By Theorem 10, we have \[w_2(\pi)=0 \iff m_\pi \equiv 0
\pmod{4},\] and \[w_4(\pi)|_D
=
\binom{m_\pi/2}{2}\sum_i t_i^2
+
\frac{\dim \pi - \chi_\pi(h_2)}{8}
\sum_{i<j} t_i t_j.\] Thus \(w_4(\pi)=0\) if and only if both coefficients vanish modulo \(2\).
Case 1: \(\pi\) one-dimensional. If \(\pi=\psi\circ\det\) with \(\psi^2=1\), then \(\psi(-1)=1\) since
\(-1\) is a square in \(\mathbb{F}_q^\times\) (as \(q\equiv 1 \pmod{4}\)). Hence \(\chi_\pi(h_1)=1\), \(m_\pi=0\), so \(w_2(\pi)=0\). Also \(\chi_\pi(h_2)=1=\dim\pi\), so \(w_4(\pi)=0\).
Case 2: \(\dim \pi>1\).
(a) Principal series. Let \(\pi=\mathrm{Ind}_B^{G_q}(\chi_1\otimes\chi_1^{-1})\). Then \[\chi_\pi(h_1)=\chi_1(-1)+\chi_1(-1)^{-1}.\]
If \(\chi_1(-1)=1\), then \(\chi_\pi(h_1)=2\), and hence \[m_\pi=\frac{(q+1)-2}{2}=\frac{q-1}{2}.\]
If \(\chi_1(-1)=-1\), then \(\chi_\pi(h_1)=-2\), and hence \[m_\pi=\frac{(q+1)-(-2)}{2}=\frac{q+3}{2}.\]
(b) Steinberg twists. Let \(\pi=\mathrm{St}\otimes(\psi\circ\det)\) with \(\psi^2=1\). Then \(\psi(-1)=1\), and one computes \[\chi_\pi(h_1)=0,\qquad \dim \pi=q,\] so \[m_\pi=\frac{q-1}{2}.\] Thus \[w_2(\pi)=0 \iff q\equiv 1 \pmod{8}.\]
(c) Cuspidal representations. Let \(\pi=\pi_\theta\) be cuspidal and self-dual. Then \(\chi_\pi(h_1)=0\) and \(\dim \pi=q-1\), so \[m_\pi=\frac{q-1}{2},\] and hence \[w_2(\pi)=0 \iff q\equiv 1 \pmod{8}.\]
We now analyze the two coefficients in the expression for \(w_4(\pi)\). By Theorem 10, the class
\(w_4(\pi)\) vanishes if and only if both \[\binom{m_\pi/2}{2}
\quad \text{and} \quad
\frac{\dim \pi - \chi_\pi(h_2)}{8}\] are zero modulo \(2\).
We first consider the binomial coefficient. A direct congruence calculation shows that \[\binom{m_\pi/2}{2}\equiv 0 \pmod{2}
\iff m_\pi \equiv 0 , 2\pmod{8}.\] From the case-by-case analysis above, one has \(m_\pi \in \{(q-1)/2,\,(q+3)/2\}\). Checking these two possibilities separately and noting that \(q\equiv
1\pmod{4}\), we find \[m_\pi \equiv 0 \pmod{8}
\iff
\begin{cases}
q \equiv 1 \pmod{16}, & \text{if } m_\pi=\frac{q-1}{2},\\[6pt]
q \equiv 13 \pmod{16}, & \text{if } m_\pi=\frac{q+3}{2}.
\end{cases}\]
We now turn to the second coefficient. For principal series and Steinberg representations, one has \[\chi_\pi(h_2)=\dim \pi,\] so this term vanishes. For cuspidal representations \(\pi=\pi_\theta\), one has \[\chi_\pi(h_2)=(q-1)\theta(-1).\] Since \(\pi\) is self-dual, the parameter \(\theta\) satisfies
\(\theta^q=\theta^{-1}\), and hence \(\theta^{q+1}=1\). Restricting to \(\mathbb{F}_q^\times\), it follows that \(\theta(a)^2=1\) for all \(a\in \mathbb{F}_q^\times\), so \(\theta|_{\mathbb{F}_q^\times}\) is quadratic. As \(q\equiv 1
\pmod{4}\), the element \(-1\) is a square in \(\mathbb{F}_q^\times\), and therefore \(\theta(-1)=1\). It follows that \[\chi_\pi(h_2)=q-1=\dim \pi,\] and hence the second coefficient also vanishes.
Combining these two observations, we conclude that \(w_4(\pi)=0\) if and only if \(m_\pi \equiv 0 \pmod{8}\), which yields the stated congruence conditions on \(q\). ◻
Proposition 23. Let \(q\equiv 3 \pmod{4}\), let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\), and let \(\pi\) be a self-dual irreducible
complex representation of \(G_q\).
If \(\pi\) is one-dimensional, then \(w_2(\pi)= 0\).
Suppose that \(\dim \pi>1\). Then \[w_2(\pi)=0\] if and only if either:
\(\pi\) is a principal series representation and if
\(q\equiv 3\pmod{8}\) and \(\chi_1(-1)=1\),
\(q\equiv 7\pmod{8}\) and \(\chi_1(-1)=-1\).
\(\pi=\mathrm{St}\otimes(\psi\circ\det)\) is a Steinberg twist with \(\psi^2=1\), \(\psi\neq 1\), and \(q\equiv 7
\pmod{8}\).
In all other cases, one has \(w_2(\pi)\neq 0\).
Proof. Let \(h_1=\mathrm{diag}(-1,1)\). Recall that \[m_\pi=\frac{\dim \pi - \chi_\pi(h_1)}{2},
\quad
w_2(\pi)=0 \iff m_\pi \equiv 0,1 \pmod{4}.\]
Since \(q\equiv 3 \pmod{4}\), the element \(-1\) is not a square in \(\mathbb{F}_q^\times\). Hence for any quadratic character \(\chi\) of \(\mathbb{F}_q^\times\), one has \(\chi(-1)=-1\). We compute \(m_\pi\) using Proposition 20.
(i) One-dimensional representations. If \(\pi=\psi\circ\det\) with \(\psi\neq 1\) and \(\psi^2=1\), then \(\psi(-1)=-1\), so \[m_\pi=\frac{1-(-1)}{2}=1.\] Thus \(w_2(\pi)= 0\).
(ii) Principal series. We have \[m_\pi=
\begin{cases}
\frac{q-1}{2} & \text{if } \chi_1(-1)=1,\\[6pt]
\frac{q+3}{2} & \text{if } \chi_1(-1)=-1.
\end{cases}\] If \(q\equiv 3 \pmod{8}\), then \[\frac{q-1}{2}\equiv 1 \pmod{4}
\quad\text{and}\quad
\frac{q+3}{2}\equiv 3 \pmod{4}.\] Therefore if \(q\equiv 3\pmod{8}\), we have that \(w_2(\pi)=0\) if and only if \(\chi_1(-1)=1\).
On the other hand, if \(q\equiv 7 \pmod{8}\), then \[\frac{q-1}{2}\equiv 3 \pmod{4},
\qquad
\frac{q+3}{2}\equiv 1 \pmod{4},\] so again \(w_2(\pi)=0\). if and only if \(\chi_1(-1)=-1\). Thus for principal series, one has \(w_2(\pi)=0\) if and
only if:
\(q\equiv 3\pmod{8}\) and \(\chi_1(-1)=1\),
\(q\equiv 7\pmod{8}\) and \(\chi_1(-1)=-1\).
(iii) Steinberg twists. Here \[m_\pi=\frac{q-\psi(-1)}{2}=\frac{q+1}{2}.\] If \(\psi(-1)=1\), then \(m_\pi=\frac{q-1}{2}\); if \(\psi(-1)=-1\), then \(m_\pi=\frac{q+1}{2}\). If \(q\equiv 3 \pmod{8}\), then \[\frac{q-1}{2}\equiv 1,\quad \frac{q+1}{2}\equiv 2
\pmod{4},\] and hence \(w_2(\pi)\neq 0\) in this case.
If \(q\equiv 7 \pmod{8}\), then \[\frac{q-1}{2}\equiv 3,\quad \frac{q+1}{2}\equiv 0 \pmod{4},\] so again \(w_2(\pi)=0\) occurs if and only if \(\psi\neq 1\).
(iv) Cuspidal representations. Here \[m_\pi=\frac{q-1}{2}.\] If \(q\equiv 3 \pmod{8}\), then \(m_\pi\equiv 1 \pmod{4}\), while if \(q\equiv 7 \pmod{8}\), then \(m_\pi\equiv 3 \pmod{4}\). Thus \(w_2(\pi)\neq 0\) for all cuspidal representations.
Combining the above, we see that \(w_2(\pi)=0\) occurs precisely in the Steinberg case, and this happens if and only if \(q\equiv 7 \pmod{8}\) and \(\psi\neq
1\). This completes the proof. ◻
Combining the above, we have the following Proposition.
Proposition 24 (Stiefel–Whitney classes for self-dual \(\operatorname{GL}_2(\mathbb{F}_q)\) representations). Let \(q\) be odd, let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\), and let \(\pi\) be a self-dual irreducible complex representation of \(G_q\). Then the behavior of \(w_2(\pi)\) and \(w_4(\pi)\) is given by the following table.
Lemma 8. Let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) with \(q\) odd, and let \(\mathcal{O}_q\) denote the set of irreducible
orthogonal complex representations of \(G_q\). Then:
The set of one-dimensional representations has density \(0\) in \(\mathcal{O}_q\).
The set of Steinberg twists has density \(0\) in \(\mathcal{O}_q\).
Proof. We estimate the sizes of the relevant families. We recall that self-dual representations of \(G_q\) are orthogonal. The self-dual irreducible representations of \(G_q\)
consist of:
\(\sim \frac{q}{2}\) principal series,
\(\sim \frac{q}{2}\) cuspidal representations,
\(2\) one-dimensional representations,
\(2\) Steinberg twists.
There are exactly two one-dimensional self-dual representations, namely the trivial and the quadratic character. Thus \[\frac{\#\{\text{1-dimensional}\}}{|\mathcal{O}_q|}
\;\ll\; \frac{1}{q}\;\longrightarrow\;0.\] There are exactly two Steinberg twists \(\mathrm{St}\otimes(\psi\circ\det)\) with \(\psi^2=1\). Hence \[\frac{\#\{\text{Steinberg twists}\}}{|\mathcal{O}_q|}
\;\ll\; \frac{1}{q}\;\longrightarrow\;0.\] ◻
Theorem 25. Let \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) with \(q\) odd, and let \(\mathcal{O}_q\) denote the set of irreducible
orthogonal complex representations of \(G_q\). Then \[\lim_{\substack{q\to\infty\\ q\equiv a\pmod{8}}}
\frac{\#\{\pi\in \mathcal{O}_q : w_2(\pi)=0\}}{|\mathcal{O}_q|}
=
\begin{cases}
1 & \text{if } a=1,\\[4pt]
\frac{1}{4} & \text{if } a=3,5,\\[4pt]
0 & \text{if } a=7.
\end{cases}\]
Furthermore, \[\lim_{X\rightarrow \infty}
\frac{\sum_{\substack{q\leq X\\
q\text{ is odd}}}\#\{\pi\in \mathcal{O}_q : w_2(\pi)=0\}}{\sum_{\substack{q\leq X\\
q\text{ is odd}}}|\mathcal{O}_q|}
=
\frac{3}{8},\]where in the sums above, \(q\) ranges over odd prime powers.
Proof. We give explicit counts of irreducible orthogonal representations of \(G_q=\operatorname{GL}_2(\mathbb{F}_q)\) and analyze the condition \(w_2(\pi)=0\) in each case.
Irreducible orthogonal representations of \(G_q\) fall into three families.
(i) Principal series. These are representations of the form \[\pi=\mathrm{Ind}_B^{G_q}(\chi\otimes \chi^{-1})\] with \(\chi\neq \chi^{-1}\). The number of such representations
is \[\frac{(q-1)-2}{2}=\frac{q-3}{2},\] since there are \(q-1\) characters of \(\mathbb{F}_q^\times\), of which exactly two (the trivial and quadratic
characters) satisfy \(\chi=\chi^{-1}\), and we identify \(\chi\sim\chi^{-1}\).
(ii) Cuspidal representations. Self-dual cuspidal representations correspond to characters \(\theta\) of \(\mathbb{F}_{q^2}^\times\) satisfying \(\theta^{q+1}=1\) and \(\theta\neq \theta^q\), modulo \(\theta\sim\theta^q\). There are \(q+1\) characters with \(\theta^{q+1}=1\), of which two satisfy \(\theta=\theta^q\), so the number of self-dual cuspidal representations is \[\frac{q-1}{2}.\]
(iii) One-dimensional and Steinberg twists. There are exactly two one-dimensional orthogonal representations (the trivial and quadratic determinant characters), and exactly two Steinberg twists \[\mathrm{St}\otimes(\psi\circ\det)\] with \(\psi^2=1\).
We now analyze the vanishing of \(w_2(\pi)\) according to the residue class of \(q \pmod{8}\).
(i) \(q\equiv 1 \pmod{8}\). From Proposition 22, all orthogonal
representations with \(\dim\pi>1\) satisfy \(w_2(\pi)=0\), and the same holds for the one-dimensional representations. Hence \[\#\{\pi : w_2(\pi)=0\}
=
|\mathcal{O}_q|,\] so \[\frac{\#\{\pi : w_2(\pi)=0\}}{|\mathcal{O}_q|}
\to 1.\]
(ii) \(q\equiv 5 \pmod{8}\). In this case, \(w_2(\pi)=0\) occurs precisely for principal series representations \[\pi=\mathrm{Ind}_B(\chi\otimes\chi^{-1})\] with \(\chi(-1)=-1\). Among the \(q-1\) characters of \(\mathbb{F}_q^\times\),
exactly \(\frac{q-1}{2}\) satisfy \(\chi(-1)=-1\). Since the trivial and quadratic characters both satisfy \(\chi(-1)=1\), all such characters are
admissible. Passing to unordered pairs \(\{\chi,\chi^{-1}\}\) yields \[\frac{q-1}{4}\] principal series representations with \(w_2(\pi)=0\).
All other representations (cuspidal, Steinberg, and one-dimensional) satisfy \(w_2(\pi)\neq0\). Hence \[\frac{\#\{\pi : w_2(\pi)=0\}}{|\mathcal{O}_q|}
=
\frac{(q-1)/4}{q+O(1)}
\to \frac{1}{4}.\]
(iii) \(q\equiv 3 \pmod{8}\). In this case, \(w_2(\pi)=0\) occurs precisely for the one-dimensional representations and for principal series representations \[\pi=\mathrm{Ind}_B(\chi\otimes\chi^{-1})\] with \(\chi(-1)=1\). Among the \(q-1\) characters of \(\mathbb{F}_q^\times\),
exactly \(\frac{q-1}{2}\) satisfy \(\chi(-1)=1\). Since \(q\equiv3\pmod4\), the quadratic character satisfies \(\chi(-1)=-1\), whereas the trivial character satisfies \(\chi(-1)=1\). Removing the trivial character leaves \[\frac{q-3}{2}\] admissible characters. Passing to
unordered pairs \(\{\chi,\chi^{-1}\}\) yields \[\frac{q-3}{4}\] principal series representations with \(w_2(\pi)=0\). Together with the two one-dimensional
orthogonal representations, this gives \[\frac{q+5}{4}\] representations satisfying \(w_2(\pi)=0\).
All other representations (cuspidal and Steinberg twists) satisfy \(w_2(\pi)\neq0\). Hence \[\frac{\#\{\pi : w_2(\pi)=0\}}{|\mathcal{O}_q|}
=
\frac{(q+5)/4}{q+O(1)}
\to \frac{1}{4}.\]
(iv) \(q\equiv 7 \pmod{8}\). In this case, \(w_2(\pi)=0\) occurs precisely for the nontrivial Steinberg twist \[\mathrm{St}\otimes(\psi\circ\det),
\qquad \psi^2=1,\;\psi\neq1.\] Thus only \(O(1)\) representations satisfy \(w_2(\pi)=0\), and therefore \[\frac{\#\{\pi : w_2(\pi)=0\}}{|\mathcal{O}_q|}
\to 0.\]
It remains to compute the global average over all odd prime powers. For \(a\in\{1,3,5,7\}\), define \[\mathcal{Q}_a(X)
=
\{q\le X : q \text{ odd prime power and } q\equiv a\pmod8\}.\] We first show that these four residue classes are asymptotically equidistributed.
Restrict first to odd primes. By Dirichlet’s theorem on primes in arithmetic progressions, \[\pi_a(X)
:=
\#\{p\le X : p\equiv a\pmod8\}
\sim
\frac{1}{\varphi(8)}\frac{X}{\log X}
=
\frac{1}{4}\frac{X}{\log X}.\] Hence \[\pi_a(X)
\sim
\pi_b(X)\] for all \(a,b\in\{1,3,5,7\}\).
We now analyze the contribution of higher prime powers. Let \[R(X)
=
\#\{p^k\le X : p \text{ odd prime},\;k\ge2\}.\] If \(p^k\le X\) with \(k\ge2\), then necessarily \(p\le X^{1/2}\). Therefore \[R(X)
\le
\sum_{2\le k\le \log_2 X}\pi(X^{1/k}),\] where \(\pi(y)\) denotes the number of primes at most \(y\). Using the estimate \(\pi(y)\ll y/\log y\), we
obtain \[R(X)
\ll
\sum_{2\le k\le \log_2 X}X^{1/k}
=
O(X^{1/2}).\] Since the number of odd primes up to \(X\) is asymptotic to \(X/\log X\), it follows that \[R(X)
=
o\!\left(\frac{X}{\log X}\right).\] Thus non-prime prime powers contribute negligibly to asymptotic density, and consequently \[\#\mathcal{Q}_a(X)
\sim
\frac{1}{4}
\sum_{b\in\{1,3,5,7\}}
\#\mathcal{Q}_b(X).\]
Now set \[N(q)
=
\#\{\pi\in\mathcal{O}_q : w_2(\pi)=0\}
\quad\text{and}\quad
D(q)
=
|\mathcal{O}_q|.\] From the preceding analysis, for \(q\equiv a\pmod8\) we have \[\frac{N(q)}{D(q)}
=
c_a+o(1),\] where \[c_1=1,
\qquad
c_3=c_5=\frac{1}{4},
\qquad
c_7=0.\] Moreover, \[D(q)=q+O(1).\]
We decompose the denominator according to residue classes: \[\sum_{\substack{q\le X\\ q\text{ odd}}}D(q)
=
\sum_{a\in\{1,3,5,7\}}
\sum_{q\in\mathcal{Q}_a(X)}(q+O(1)).\] Since the residue classes are equidistributed and the error term is of lower order, each congruence class contributes asymptotically one quarter of the total. More precisely, \[\sum_{q\in\mathcal{Q}_a(X)} q
\sim
\frac{1}{4}
\sum_{\substack{q\le X\\ q\text{ odd}}} q.\]
Similarly, \[\sum_{\substack{q\le X\\ q\text{ odd}}}N(q)
=
\sum_{a\in\{1,3,5,7\}}
\sum_{q\in\mathcal{Q}_a(X)}
\bigl(c_a q+o(q)\bigr).\] Hence \[\sum_{\substack{q\le X\\ q\text{ odd}}}N(q)
\sim
\sum_{a\in\{1,3,5,7\}}
c_a
\sum_{q\in\mathcal{Q}_a(X)} q.\] Using the equidistribution just proved, we obtain \[\sum_{\substack{q\le X\\ q\text{ odd}}}N(q)
\sim
\frac{1}{4}(c_1+c_3+c_5+c_7)
\sum_{\substack{q\le X\\ q\text{ odd}}} q.\]
Since \[\sum_{\substack{q\le X\\ q\text{ odd}}}D(q)
\sim
\sum_{\substack{q\le X\\ q\text{ odd}}} q,\] it follows that \[\lim_{X\to\infty}
\frac{\sum_{\substack{q\le X\\ q\text{ odd}}}N(q)}{\sum_{\substack{q\le X\\ q\text{ odd}}}D(q)}
=
\frac{1}{4}(c_1+c_3+c_5+c_7).\] Substituting the values of the constants gives \[\frac{1}{4}\left(1+\frac{1}{4}+\frac{1}{4}+0\right)
=
\frac{3}{8}.\] This proves the theorem. ◻
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