go off (or go in off) the deep end give way immediately to anger or emotion. informal
☞ This expression refers to the deep end of a swimming pool, where the diving board is located. In the USA the phrase has also developed the meaning 'go mad', but in either sense the underlying idea is of a sudden explosive loss of self-control.