 With most of the count's territories lost to Napoleon France, Reichsgraf Philipp Franz still retained the county Geroldseck.Upon joining the Rheinbund in 1806, he was created Fürst (prince) von der Leyen.His mother's brother was Karl Theodor Anton Maria von Dalberg, who later became Prince-Primate of the Confederation of the Rhine and Grand Duke of Frankfurt.