Wolf Lake is an unincorporated community and census-designated place (CDP) in Muskegon County in the U.S. state of Michigan. At the 2020 census, the population of Wolf Lake was 5,034, up from 4,104 in 2010. As an unincorporated community, Wolf Lake is governed by Egelston Township.