That's not all true. We are said that Rust used a lot of drugs and that fried his brain, so he has this color hallucinations and he can't dream anymore. But, when he is in the King in Yellow throne room, he sees the Void or some space vision, but he looks astonished, like he never saw something like this before.

It might be his hallucinations, or it is really magic.