Why don't we use more nuclear power?

Nuclear power is, by far, the cheapest and most sustainable source of energy that we have right now. We've come a long way since Three Mile Island, both in our technology and in our safety measures. We know how to properly dispose of nuclear waste in a way that is safe and environmentally friendly, so why don't we built more nuclear power plants?