The tax cuts weren't just for the wealthy though. You're basically just doing the Buffet-rule by only removing Bush tax cuts for the wealthy. Not going to help much.
Plus, the idea that ending the Bush tax cuts and giving a break to the poor are mutually exclusive is a false dichotomy. The power exists to do both.