The area in what is known as Gastonia today was first settled in the late 1800s near the Southern Pacific Railroad. It was most likely named for local settler Bill Gaston. There was a church in the community and served as a shipping point for farmers in the area. Its population was never higher than 50, in which it had 30 residents from the late 1970s through 2000.