Researchers concluded that any such "guilty look" is a response to human behaviour and has no relation with the dog's actions or sense of having broken any rules.
The idea, based on research and recent experience in states such as Texas and Hawaii, is that people change behaviour in response to swift and certain consequences, not necessarily severe ones.