game geek Share definition Flag A game geek is someone who will sleep for 12 hours a day and eat pizza rolls while they game with their virtual friends. "DAD! Can you get some pizza rolls for me and my game geeks!" game geek by Justaboywithadream December 22, 2017 0 0 Get merch Get the game geek mug. Buy Now — $32.95 See more merch