The glowing red neon sign announcing “Hot Rods” against the Tennessee sky serves as a beacon for hungry travelers and locals alike, promising a dining experience that’s anything but ordinary.

No one in Charleston, it seems, can remember what ever happened to Susie Q, the affable Asian elephant who once graced the ...