The Civil War was not a rural-urban war. Both sides were primarily agrarian; trying to glean modern urban-rural culture war talking points from a war principally about slavery is not going to be productive.

(It’s also worth noting that we have the House of Representatives for the exact opposite reason than you’ve stated. I think you meant the Senate, which is meant to provide an aristocratic and/or rural “check” on the urban hoi polloi.)