From 《
战国策·
魏策四》: a man tells Ji Liang he's driving his carriage to Chu (southern state) — but he's heading north. When warned, he boasts about his fast horses, ample money, and skilled driver. Ji Liang replies that the better these are, the further from Chu he'll end up. The tale cemented the idiom's meaning.