Gelatt Lake is a lake located in Albany County, Wyoming. It appears on the Caldwell Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,247.28 feet (2,208.97 m) above sea level. The nearest populated place is Harmony, approximately 4.8 miles to the SSW.