Hayes was an accomplished child. She went to a dancing school and sang very well. She began a stage career at the age of five, pushed by her mother. She also took her mother's maiden name as her stage name. By the age of ten, she had made a short movie. In 1917 Hayes graduated from the Academy of the Sacred Heart Convent in Washington.