Walnut Mountain is a summit located in Cocke County, Tennessee. It appears on the Lemon Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,302.47 feet (1,311.39 m) above sea level. The nearest populated place is Wasp, approximately 1.3 miles to the NNE.