I also live in an incredibly safe area and had a friend from outside the US say it is like a horror movie after walking around a few times on a beautiful summer night when they visited.
Perfect summer night and there is not a person to be seen. They felt like they were walking around in some kind of zombie horror movie that all the people had vanished.