Gem Lake is a swamp located in Cherry County, Nebraska. It appears on the Turpin Lake West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,777.48 feet (1,151.38 m) above sea level. The nearest populated place is Jennings (historical), approximately 20.0 miles to the SW.