You've got it backwards. Humans become less civilized when governments becomes more powerful. Most just give themselves a moral pass on the violence because they're one step removed via taxation(theft). Governments, funded by their own people, are always responsible for the most atrocious, immoral acts. Pearl Harbor is a great example. History is filled with hundreds more.
RE: 10 Misconceptions About Anarchists