When you're young, and lonely- and in the Shadow house, without your peers, you don't even have a family to turn to- sometimes you kind of reach for other people as a lifeline. But putting all your hopes on the affection of one person.... well.
My theory is Patrick might have a soot power that affects other shadows, which we've learned is a possibility...