Yeah, that all makes sense. Real world data on a bigger scale disagrees with your conclusions, though. The perception of punishment comes from largely from policing and the presence of police. We even have a local example that demonstrates that quite well. The aftermath of the Freddie Gray riots proves that when there's less policing, there's more crime.