Introduction Taylor Swift is a prime example of modern celebrity fandom's complexity. Her extensive international influence, pervasive media presence, and highly interactive fan community offer valuable insights into the dynamics of modern fan engagement at an unparalleled scale. As distinctions between admiration and problematic behavior become increasingly ambiguous, it is important to critically assess the boundaries that separate enthusiastic participation from actions that may constitute...