Happiness Lake is a reservoir located in Pearl River County, Mississippi. It appears on the Hillsdale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 291.34 feet (88.80 m) above sea level. The nearest populated place is Red Top, approximately 3.3 miles to the NW.