Gem Lake is a lake located in Tuolumne County, California. It appears on the Cooper Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,231.56 feet (2,508.98 m) above sea level. The nearest populated place is Kennedy Meadow, approximately 10.7 miles to the NNE.