I understand sales tax is in theory regressive, but this seems wrong/naive upon scrutiny because you would assume higher earners consume more than low earners,

I understand sales tax is in theory regressive, but this seems wrong/naive upon scrutiny because you would assume higher earners consume more than low earners, thus contribute more sales tax in absolute terms, if not quite in relative terms.