Some primary feelings are more pronounced in hands and feet (anger), others in face (interest) but many express themselves strongly in the gut (surprise, happiness, disgust, fear).
In my culture we are often not taught to pay attention to our feelings (especially men, I suppose) so it's easy to miss these cues. I certainly didn't notice until I had some training in it.