Let S be a finite thick generalized quadrangle, and let G be its automorphism group. If G acts primitively on both the points and lines of S, then it is known that G must be almost simple. In this paper, we show that if the socle of G is PSL(2, q) with q ≥ 4, then S is the symplectic quadrangle W (2).