Gem Lake is a lake located in Johnson County, Wyoming. It appears on the Willow Park Reservoir USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,889.90 feet (3,014.44 m) above sea level. The nearest populated place is Saddlestring, approximately 8.3 miles to the ENE.