Huff Spring is a spring located in Cocke County, Tennessee. It appears on the Neddy Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,088.79 feet (331.86 m) above sea level. The nearest populated place is Bridgeport, approximately 0.1 miles to the NW.