This is the only pic I have found saying male/female PS. Link below. If PS follow the usual lepomis variation pattern then the info on the pic is backwards as it has the top one the male. I bet the more colorful one on bottom is the male.

http://www.americanfishes.com/shop/index.php?shop=1&cat=9&cart=25031