Okay, I'm gonna be that guy. The dog is adorable but that's not guilt you're seeing. She's reacting to her owner's agitated state and is trying to show submission. Dogs don't feel shame and to say they do is anthropomorphizing. (I hope I spelled that right.) Adorable puppy tho.