In 1903, when Wallace was 18, her father committed suicide. The family moved to Colorado Springs, Colorado, for a year to avoid the community's attention. After her father's death, Wallace took responsibility for raising her younger brothers, and the family moved in with her maternal grandparents. She refused to speak about her father for the rest of her life.