Gealey was born in Butler, Pennsylvania, and raised in the Cayman Islands from infancy. After moving to the United States, she received her Bachelor's Degree in Theater Arts at the University of South Florida in Tampa. Gealey later attended the University of California, Irvine, where she received her Master's of Fine Arts in acting.