A bitch shirt is a sports jersey which has a player's name on it that is worn by a fan, the implication being that this makes the fan the player's "prison bitch."
"That dumbass paid $300 for a Kevin Garnett Timberwolves bitch shirt, and two days later KG gets traded to the Celtics."
by Steven Stwalley December 16, 2008