Powder Spring Gap is a gap located in Grainger County, Tennessee. It appears on the Luttrell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,769.04 feet (539.20 m) above sea level. The nearest populated place is Highland Springs, approximately 0.8 miles to the SSE.