In Hebrew, name Gayle means – Diminutive of Abigail: Father rejoiced, or fathers joy. Gives joy. The intelligent, beautiful Abigail was Old Testament King Davids third wife, described as good in discretion and beautiful in form.. Other origins for name Gayle include – Hebrew, English, English, English. Name Gayle is most often used as a girl name or female name.