Sad that seeing Peter will cause Neal pain like this, but really it would have been unrealistic for him to come out of all that being completely fine and calm about what happened to him.How can he not be angry? And or course if he trusted Peter most, expected him most, it's the one he'll be angry with most, disappointed with most.

I hope he'll find out soon enough that Peter his on his side and never stopped trying to find him.