I think that's a normal reaction (not to mention, it's more enjoyable for me as a viewer watching him be a spy). But one helpful key is to remember that they're enjoying themselves too, even if their enjoyment is self-destructive. And knowing that he's the one that's going to go to them rather than vice versa.
Re: Philip's attitude to Paige's spying