She attended high school at Phillips Exeter Academy in New Hampshire.
Gay was raised Roman Catholic and spent her summers visiting family in Haiti. Her mother was a homemaker and her father is owner of GDG Béton et Construction, a Haitian concrete company.
Gay was born in Omaha, Nebraska, to Michael and Nicole Gay, both of Haitian descent.