Gerdie Vance Spring is a spring located in Hardy County, West Virginia. It appears on the Lost City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,085.01 feet (635.51 m) above sea level. The nearest populated place is Lost City, approximately 3.6 miles to the WNW.