Rocard became First Secretary of the party, and was considered the "natural candidate" for the next presidential election.
Leta 1979 je na kongresu v Metzu zmagal in bil kljub priljubljenosti Rocarda izbran za kandidata stranke PS na predsedniških volitvah 1981.