Yes, the takeaway is effective early on.
1) If she is bitter, she'll show you. If you get a thumbs up (the lamest, one-character reply possible) for example, dump her.
2) If she is sweet, you will want to make it up to her. This happened to me this week as I braced myself for a psycho she...