Bearneck Cove is a valley located in Cocke County, Tennessee. It appears on the Hartford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,204.72 feet (672.00 m) above sea level. The nearest populated place is Catons Grove, approximately 2.3 miles to the N.