Harriet Johnson was born in Newbury, Vermont. Her father was David Johnson, a merchant. She began attending Ipswich Female Seminary in 1833 and graduated in 1837. For a time in 1834-1835 she also worked as a teacher in Byfield, Massachusetts. She married Isaac Hale of Providence, Rhode Island and had eight children before she died in 1865.