Dillon was born and raised in San Francisco, California. He spent nine months of his childhood in India. He took one acting class at UC Berkeley in his senior year at San Francisco State University. After graduation, he worked as a prison AIDS educator in California and Hawaii before setting up a theatre company in San Francisco with friends. In 1994, he attended drama school in the United Kingdom.