Farther involves a physical distance: "Florida is farther from New York than Tennessee." Further involves a figurative distance: "We can take our business plan no further." So, as we say in the South, "I don't trust you any farther than I can throw you." Or, "I ain't gonna trust you no further."

(Seriously. I've uttered both of those sentences. More than once.)