Happy Hollow is a valley located in Limestone County, Alabama. It appears on the Salem USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 595.27 feet (181.44 m) above sea level. The nearest populated place is Spencer Store, approximately 2.1 miles to the SSW.