Wilderness Bay is a bay located in Mackinac County, Michigan. It appears on the Goose Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 578.48 feet (176.32 m) above sea level. The nearest populated place is Hessel, approximately 1.4 miles to the N.