Lake Tennessee is a lake located in Polk County, Florida. It appears on the Polk City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 131.11 feet (39.96 m) above sea level. The nearest populated place is Polk City, approximately 2.7 miles to the NNW.