Green’s Dictionary of Slang

clover-eater n.

[the diet of the very poor]

(US) an inhabitant of Virginia.

[US] ‘South-Western Sl.’ in Overland Monthly (CA) Aug. 129: For no particular reason that I am aware of, a Virginian is styled a ‘Clover eater’.