gym queen noun1 •(slang, offensive) A gay man who spends a lot of time at the gym, usually in order to maintain a muscular physique.‘He smiled crookedly at me as if I was a gym queen with medium-length feathered blonde hair and a toothpaste commercial smile. “Neither am I,” he said. — 1997 formsGym Queens · gym queens · gym-queens