Anderson Gulf is a valley located in Walker County, Georgia. It appears on the Cedar Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 931.76 feet (284.00 m) above sea level. The nearest populated place is Mahan (historical), approximately 1.8 miles to the ENE.