"The wealthy pay the vast majority of taxes in the US by almost every metric."
In a progressive tax system that's the way it is supposed to work. People pay what they can afford to is kind of the point.
Anything less than a progressive tax system means the poor pay more and the rich pay less. Is that what we're advocating for?