The community was founded in 1886 as a sawmill town.[3] Norfield's name is a portmanteau of the surnames of Frederick Norwood and John S. Butterfield, who founded the Norwood-Butterfield Lumber Company.[4] The sawmill in Norfield was the first sawmill in the southern United States to use a bandsaw to cut yellow pine.[5] In 1900, the community had a population of 347 and was estimated to have a population of 700 six years later.[6] By 1930, the community had the second-largest population in Lincoln County and had a theater, hotel, and golf course.[4]
Norfield is located on the Canadian National Railway.[7] The Norwood-Butterfield Company operated the Natchez, Columbia & Mobile Railroad, a standard gauge logging railroad that ran 30 miles east from Norfield. The railroad operated six locomotives.[8]
A post office operated under the name Norfield from 1891 to 1953.[9]