The word gym is a shortened form of gymnasium, originally a Latin word meaning “school for gymnastics,” from the Greek gymnasion, “public place where exercises are practiced.” The preferred way to dress at a gym these days is in shorts or sweatpants, but back in Ancient Greece, men commonly exercised naked — hence.