I would suggest planting your peonies with eyes almost on the surface and see how it goes. There could be foliage only thing ( no blooms ) if there is too much nitrogen in the soil. I never had this problem so may be someone else on the forum could enlighten you how to solve it. Are there a lot of manure in the soil?