Pleasure Valley is a valley located in Dane County, Wisconsin. It appears on the Blue Mounds USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 910.23 feet (277.44 m) above sea level. The nearest populated place is Elvers, approximately 1.7 miles to the NE.