In Chinese culture, peonies are often associated with wealth and prosperity, as well as love and happiness. Therefore, a newly-married couple might receive a scroll painted with peonies as a blessing for a prosperous and harmonious life together. It symbolizes wishes for a prosperous future, good fortune, and a happy marriage. So, the appropriate response would be:
Peonies represent wishes of wealth and prosperity.