Town of Sumner is a civil located in Jefferson County, Wisconsin. It appears on the Busseyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 797.24 feet (243.00 m) above sea level. The nearest populated place is Koshkonong Manor, approximately 0.4 miles to the N.