As someone else said, it's the inequality that matters. People don't die by suicide from being poor, they do it because of the low self-esteem poverty causes when you're around many people doing better than you. Many very poor countries have suicide rates much lower than the US.

Mountain towns have about the biggest class dichotomy that I've seen anywhere between the wealthy and the "help." Unlike many other places, they're all in close proximity.