Yes, the 30 year mortgage wouldn’t exist without government backing.

But the government doesn’t hold the loans for long. If they conform they are bundled and sold off. The government will back the mortgages in the bonds indirectly if they fail (which is why they need to conform to certain standards).

Well, that was the original Plan but with quantitative easing the federal reserve bought a lot of the bonds as well.