Gus is the same way. He turns his head away just like yours did and nothing can get him to look back. Those are his 'I don't care if you have a treat, stop making those stupid sounds and saying words like walk, cookie or want to go outside isn't going to work either!' pictures!
You really have your work cut out for you with three.