The film will take some time to be noticeable, however. The most immediate reason why the eyes seem darker is because the iris relaxes (it's a muscle), and opens the pupil more as a result.

As for the mouth, it usually opens up because of the gravity pulling the jaw down. Otherwise, its might be the most relaxed expression to whatever facial expression was being made just before death.