Severance grew up in Denver, Colorado. She served with the Peace Corps from 1966-1968 and later assisted in anthropological fieldwork in the remote coral atolls of Truk, Micronesia. She lives in Hilo, Hawaii where she lives with her husband, former Peace Corps volunteer Craig J. Severance.