Gum Lake is a lake located in Polk County, Florida. It appears on the Gum Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 130.72 feet (39.84 m) above sea level. The nearest populated place is Lake Alfred, approximately 2.8 miles to the S.