Girlene is of American origin, derived from the French 'Guilhelmine', which means 'strong-willed protector'. It gained popularity in the United States during the mid-20th century.
"Girlene was quite popular among parents in the late 1920s and early 1930s, with a peak of seven babies named Girlene born in 1937."