Gum Spring is a spring located in Warren County, Tennessee. It appears on the Centertown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,102.32 feet (335.99 m) above sea level. The nearest populated place is Bates Hill, approximately 1.4 miles to the SSW.