River Lake is a lake located in Polk County, Florida. It appears on the Eloise USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 136.72 feet (41.67 m) above sea level. The nearest populated place is Cypress Gardens, approximately 1.5 miles to the WNW.