Hidden Valley Lake is a reservoir located in Jefferson County, Missouri. It appears on the Cedar Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 612.65 feet (186.74 m) above sea level. The nearest populated place is Oermann, approximately 2.2 miles to the NW.