Wolf Ridge is a ridge located in Polk County, Tennessee. It appears on the Caney Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,335.96 feet (712.00 m) above sea level. The nearest populated place is Sylco, approximately 3.1 miles to the NW.