Playing Tom Jones and Catatonia at the decks and later taking to the dancefloor wrapped in a Welsh flag, Eluned Morgan, at least, was having a good time at the Welsh Labour conference in Llandudno last month.
But almost a year into the job as first minister of the Labour government in the Senedd, working alongside a Labour administration in Westminster, the party arguably does not have much to make a song and dance about.