Go off the deep end

Go off the deep end: To get excited. To be furiously angry. The origin of the phrase seems untraceable. Possibly suggested by the natural nervousness, and often terror, of a swimming pupil on being first told to leave the shallow end of the swimming bath and go off into the deep end.