Income is money that comes from actually laboring and contributing to society. Wealth tax is tax from sitting on your ass doing nothing.
Also, taxes don’t have to be a flat percentage. Like income tax, a good wealth tax would be progressive. Only wealth beyond a certain amount would be taxed, and the percentages would scale.
This is why we should have income taxes that are as low as possible, but still progressively scaled. We should similarly have a progressive scaling wealth tax, but it should be much harsher than the income tax because we want people to work.