Gem Lake is a lake located in Siskiyou County, California. It appears on the Marble Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,734.95 feet (2,052.81 m) above sea level. The nearest populated place is Mugginsville, approximately 9.6 miles to the ENE.