I'd say the reply from the boss is enough to justify that response. The boss is chiding him for not putting in a 2 weeks notice, calling him unprofessional. From this one interaction you can make a pretty good assumption as to the quality of the boss. The only proper response to someone quitting is either a counter offer or a farewell, not a guilt trip.