Johnson Spring is a spring located in Gordon County, Georgia. It appears on the Plainville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 660.66 feet (201.37 m) above sea level. The nearest populated place is Rocky Creek (historical), approximately 0.7 miles to the E.