go off the deep end
[mainly US] to go mad, or to behave in a strange or extreme manner
At first they thought that I'd gone off the deep end and had lost my mind.
[British] to become very angry
Dad didn't go off the deep end at all. He just said it wasn't fair to make my mother worry like that.
Easy Learning Idioms Dictionary. Copyright © HarperCollins Publishers