Grassy Valley is a valley located in Hamblen County, Tennessee. It appears on the Russellville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,060.16 feet (323.14 m) above sea level. The nearest populated place is Needmore, approximately 0.2 miles to the SE.