Game Over was a male bully with blonde hair in a buzz-cut who hung out in Mikey's Neighborhood, the WeGot'Em Mall, the Time Portal and the beach at the Specific Ocean.
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From Mikey's perspective, we could see him tell Mikey, "Hold it right there, bean brain!", after which he hit Mikey's face with a cream pie.