edit: I don't know if this has been revealed in the rest of season 4, but something I'm discussing elsewhere online is the conspiracy over who killed Joffrey.
Two things: they didn't want to get caught. So they framed somebody. And also, they want to divide the Lannisters. So they framed a Lannister.