Brahms was fond of creating pairs of contrasting works and so he felt that having created the ebullient Academic Festival, a contrasting idea was needed for its paired overture. The work doesn’t have a story line – there’s no known tragedy that Brahms was explicating in music – but simply serves as a contrast with the other work.