Also, to be pedantic, most of the public funds were never in the hands of the taxpayers to begin with. They are the product of sovereign debt backed with T-bills.
And to be even more pedantic, if you cleave to MMT, taxpayers aren’t taxed for the money so much as they are taxed in order for there to be money.