Pearson married actor, musician, and songwriter Gerald Neils Pearson (1942-1984), whom she had met in a college production of The Skin of Our Teeth, on September 9, 1966 in Salt Lake City, Utah.
Since then, Pearson has become an unofficial spokesperson for acceptance of gay people by their Mormon families, as well as a stronger leadership role for women in the Mormon community.