Valentine was born in 1687. Valentine's father was Henry Peyton and his mother was Ann Barnes Thornton. His paternal grandparents were Henry Peyton and Ellen Partington. He had two brothers named Robert and John. He was the oldest of the three children. He died at the age of 64 in 1751.