Liszt chose to conduct it on that particular day because 28 August was the birthday of Johann Wolfgang von Goethe who had lived in Weimar . Liszt chose the date in honor of Weimar 's most famous citizen , Johann Wolfgang von Goethe , who was born on 28 August 1749 .