I suppose that the spirit was after the exorcist because she's the descendent of the woman she was in love with. Kind of the thing they did with Senko. At least that's what I gather from these two chapters.
Yeah, that would make sense. It could also just be a "she looks like the person I was in love with" kind of thing.