Anakin Skywalker's story is considered tragic because of his descent into darkness and his eventual transformation into Darth Vader. It highlights the consequences of his choices, the manipulation by Sith Lord Darth Sidious, and his inner conflicts that ultimately lead to the downfall of the Jedi and the rise of the Empire.