Deakins was born in New York City, the daughter of Alice, a professor at william Paterson University, and Roger, a retired New York University professor. She graduated from Stuyvesant High School and enrolled in Harvard University in 1988. She graduated in 1994 with a degree in comparative religion. She took time off for acting jobs and to backpack across Europe.