Taxing the harder working
Instead of thinking of increasing marginal rates as "taxing the rich", think of it as "taxing the harder working".
Here's a graph showing hours worked by income quintile:
The top income quintile household works more the 2x hours per year. And their reward for all that hard work? Higher marginal taxes!