Hatchery Lake is a reservoir located in Walker County, Texas. It appears on the Phelps USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 250.78 feet (76.44 m) above sea level. The nearest populated place is Harmony, approximately 0.5 miles to the S.