Sounds like a whole family of songs with various town names. I think you'll find more verses if you search the DT (Digital Tradition database) for "Lynchburg Town."

Wish I had a big fat horse,
Corn to feed him on,
Pretty little girl to stay at home,
Feed him when I'm gone.

Cheerily,
Charley Noble