A male that wants criminal behavior glamourized so he can be the primadonna of the show. A female version of a bitch is called a waver (based on the ways bitches and wavers always wave or throw up peace signs at people they secretly want to fight).
The bitch wanted to get on TV or in the news, that was why he robbed the store (it was also one of the few times in his life he didn't roll up somewhere with a posse 39 deep) . He wanted attention he felt that he wasn't getting enough of throughout his life.