Your peonies have been shocked by transplantation. They will probably survive, because peonies are very resilient. I have a meeting starting in a couple of minutes and it might last till 8pm. Hopefully someone else will respond during today, but if not, I will respond tomorrow. Don't worry, nothing will happen till tomorrow.