Wolf Lake is an unincorporated community in Egelston Township of Muskegon County in the U.S. state of Michigan. It is a census-designated place (CDP) for statistical purposes, but has no official status as an incorporated municipality. The population was 4,455 at the 2000 census. The area included in the CDP includes the entire shoreline of Wolf Lake and extends south of the lake to include an area south of M-46/E. Apple Ave.