cake racist Share definition Flag one who likes vanilla cake but not chocolate. Or, one who likes chocolate cake but not vanilla. Gavin wouldn't eat the chocolate birthday cake but will try the vanilla. He's a cake racist. cake racist by Stabone131 July 2, 2009 0 0 Get merch Get the cake racist mug. Buy Now — $32.95 See more merch