The laughter is infectious; because as serious as the situation is, and despite the fact that Finn only just had his memory jogged properly, he was not expecting that hug. Maybe he should have. (Should he have?) But he knows Poe, and for now, that's all that matters.

He laughs as he returns the embrace, "What can I say? You're a trouble magnet."