gay genius Share definition Flag One who is extremely skilled at acting in a stereotypically gay manner, with emphasis on innovation. Writing that song about "ass to mouth" qualifies you as a certified gay genius! gay genius by larmo March 22, 2005 0 0 Get merch Get the gay genius mug. Buy Now — $32.95 See more merch