 The area around Hope, especially along the Cedar Creek, was a center of Protestant missionary work among the Potomatami in the 1830s and 1840s.Hope was organized as a township in 1850.According to the United States Census Bureau, the township has a total area of , of which is land and , or 10.01%, is water.