Little Gum Lake is a lake located in Polk County, Florida. It appears on the Hesperides USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 93.16 feet (28.40 m) above sea level. The nearest populated place is Alcoma, approximately 1.8 miles to the S.