Misery Bay is a bay located in Ontonagon County, Michigan. It appears on the Rockhouse Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 593.83 feet (181.00 m) above sea level. The nearest populated place is Stonington, approximately 9.5 miles to the ESE.