The idea of taxes, which I'm pretty sure you're aware, is that you pay a percentage of earnings. It's also not something that you can choose to do if you feel like it.
So let me rephrase it so that you understand: I'd rather live in a society where everyone pays more in taxes than a society where people in need has to rely on charity.