Hersey was first settled in 1839 and incorporated on January 25, 1873 from Dayton Plantation, once the township of T5R5 WELS. The town was named after General Samuel Hersey, who was a proprietor of the township in 1873, and later ran unsuccessfully for governor on the Prohibition ticket in 1894.