Gross Cove is a valley located in Grundy County, Tennessee. It appears on the Irving College USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 941.60 feet (287.00 m) above sea level. The nearest populated place is Mount Olive, approximately 0.2 miles to the NE.