I assume you mean the foliage of your peony that has already bloomed, not the flower itself. A peony will have yellow leaves if it is too dry or damaged by a mole or vole below ground. It will survive and get a fresh start next spring, but be sure to cut the top of the plant to ground level in late fall so that any disease or insect problem will not overwinter. Keep growing, Marianne Binetti