Sullivan Cove is a valley located in Bledsoe County, Tennessee. It appears on the Brockdell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,752.02 feet (534.02 m) above sea level. The nearest populated place is Old Cumberland, approximately 0.8 miles to the WNW.