closet mouth Share definition Flag A person who speaks cleanly in most situations, but has the ability to put a sexual twist on anything. Although Sue is a virgin, she is quite a closet mouth. closet mouth by Rachael Potter May 11, 2007 0 0 Get merch Get the closet mouth mug. Buy Now — $32.95 See more merch