Painter Spring is a spring located in Sullivan County, Tennessee. It appears on the Holston Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,752.78 feet (534.25 m) above sea level. The nearest populated place is Painter Spring, approximately 0.1 miles to the ENE.