Happy Lake is a reservoir located in Stone County, Mississippi. It appears on the Silver Run USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 163.72 feet (49.90 m) above sea level. The nearest populated place is Riceville, approximately 4.5 miles to the SSW.