Divine was born in Orlando, Florida and raised in Dorset, Vermont. He is the son of Dorothy Land Divine. He attended Eaglebrook School and Hebron Academy. Divine was the winner of the Hebron senior prize for scholarship. He also received prizes for outstanding performance in chemistry and mathematics. Divine lettered in swimming, was on the staff of the school newspaper, and was a member of the Glee Club and Record Club.