It's a deep-seated cultural paranoia that the federal government is out to get us. Initially, the US tried to be a confederation like the EU or Canada, but it turned out that we needed slightly more federal power than that to stay as a unified country. But the tension between "loose coalition of independent states" and "unified government that grants some powers to the states" is a pretty fundamental theme throughout US politics.
It isn't paranoia, it's an actual thing that they have and continue to do. They regularly terrorize the people of the United States. Ask your nearest nonwhite citizen, they will tell you.