Kiss Lake is a reservoir located in Marinette County, Wisconsin. It appears on the High Falls Reservoir USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 880.53 feet (268.39 m) above sea level. The nearest populated place is Middle Inlet, approximately 7.9 miles to the E.