Then where does the first person experience of seeing red come from? Where does red come from? You can't say that a certain frequency of EM radiation is literally the same as the color red you experience.

That's what consciousness is, the first person experience that we have. And it's not just some reflection of brain processes, just added on top, consciousness has the ability to influence things. Otherwise we would not be talking about it.