[calineczka]

I would rather argue that we make scientific discoveries to predict the future and minimize surprises. The discoveries themselves are often indeed surprising. But once we understand things (electricity, magnetism, gravitation) we can predict behaviour better (planets location in two weeks) so we are no longer surprised by how things turn out to be :)