Tennessee Gulch is a valley located in Elko County, Nevada. It appears on the Tennessee Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,945.22 feet (1,812.10 m) above sea level. The nearest populated place is Point of Rocks, approximately 5.8 miles to the WSW.