Sylvia traces her ancestry back to multiple Native American tribes including Creek, Seminole, Muscogee, and Cherokee as well as Scottish, Irish, African, and Asian heritage. Her ancestors included the Olivers who first settled in South Carolina and later Georgia, intermarrying with Creek and Muscogee women. Sylvia's father Henry was part Seminole through his mother Ruby, whose father Charles married a Seminole woman Ida. Sylvia's mother Agnes was part Cherokee. Sylvia grew up in racially integrated Decatur, Georgia and graduated from high school and college, working as an educator while raising her four daughters. She hopes to become an education administrator.