Pam was born in Maryland and raised in southern New Jersey, outside of Philadelphia, Pennsylvania. She attended George Washington University in Washington D.C., where she earned a bachelor's degree magna cum laude in international affairs, with minors in history and Japanese. She then received her master's in history from Cambridge University in England.