To get the hook is a theater saying for removing someone from the stage. It came from the old vaudeville days when a large wooden hook was used by someone from either stage left or right to pull a bad act off the stage without having to reveal who is doing it. Sometimes the bad acts were dropped through a stage trapdoor.