Hidden Valley Lake is a reservoir located in Mercer County, Missouri. It appears on the Princeton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 909.01 feet (277.07 m) above sea level. The nearest populated place is Mercer, approximately 2.3 miles to the NNE.