When you dig it up to move you might prune it hard. I pruned a tree peony to the ground once, it is doing great, I may do it again as it is overgrowing the space allotted! I think of my luteas as dry-shade-tolerant foliage shrubs. I have quite a bit of dry shade that needs easy plants!
