Franklin Lake is a reservoir located in Upson County, Georgia. It appears on the Sunset Village USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 780.62 feet (237.93 m) above sea level. The nearest populated place is Atwater, approximately 2.1 miles to the ENE.