Gene [gene]▼ as a boys' name (also used as girls' name Gene) is pronounced jeen. It is of Greek origin, and the meaning of Gene is noble aristocrat. Short form of Eugene. Used as an independent name since the late 19th century. Actors Gene Kelly, Gene Wilder, Gene Hackman; jazz musician Gene Krupa.