I was too cryptic. The basic economic argument for progressive taxation is as follows:

Taxation deprives the tax payer of the utility of the money they hand over. Diminishing marginal utility tells us that the utility of the marginal dollar is greater for the poor than for the rich. So if you care about fairness, then what you want is equal margin sacrifice.  That means that the rich must pay more.