Hemlock Ridge is a ridge located in Sullivan County, Tennessee. It appears on the Boone Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,584.65 feet (483.00 m) above sea level. The nearest populated place is Hemlock, approximately 0.7 miles to the NE.