Indeed. The motto should be "We don't care what you earn, we'll getcha when you spend." At least you have the decision to spend or not spend. The hook would be not to bump the sales tax up so high that residents go to the neighboring low sales/high income tax state.
And illegal aliens, layabouts, those on federal disability, etc. who pay no income taxes will now be paying to support the services around them.