They're just sulking that they can't crush on and fantasise about the Doctor any more. Not that that was every supposed to be a viable reaction to him anyway.
Give it a couple of episodes. They'll be getting hot and bothered yet.
Anyway, for those who are unfamiliar with Capaldi's work:
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