Popularity:8513. Origin:French. Meaning:man from Gascony. Gaston is a unique name with French roots meaning “man from Gascony.” Chances are, the name Gaston reminds you of The Phantom of the Opera author Gaston Leroux or the villain from Beauty and the Beast.