The Doctor is running down, looking for whatever broke on the train and has the mindset of fixing as much as possible. He spots how Jake looks and embraces the other in a hearts-filled hug, "It will be alright. And whatever, we all just saw, well, you know me." However, The Doctor has a feeling that Jake might be right but he also wants to hope, "Big fan of hope, me."
Layer Four