FDR implemented a bunch of large social programs which naturally grow the government, spend more money, and therefore require more tax dollars to fund.
Social programs that redistribute money have long been considered a form of forced charity which many conservatives think is immoral.
Disclaimer: Not taking a side here. In 2022 I don't think we have a "good" political party in the US let alone a perfect one.