Hernandez's parents were Charles and Ethel Clark. They moved from Jamaica to the United States. Hernandez grew up in Brooklyn, New York City with her two brothers. Ethel Clark was a worker in a clothing factory. Charles Clark was a worker for an art supply store. All of the children in the Clark family learned to do work around the house such as sewing and cooking.