Tennessee Gulch is a valley located in Grant County, Oregon. It appears on the Day Basin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,935.64 feet (894.78 m) above sea level. The nearest populated place is Dayville, approximately 5.2 miles to the E.