Gem Valley is a valley 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 3,793.66 feet (1,156.31 m) above sea level. The nearest populated place is Jennings (historical), approximately 20.9 miles to the SW.