The song was Michael Jackson's way of telling off his fans for not respecting his personal space and boundaries. Some of his fans would get back stage passes and harass him or ask him to do inappropriate things. He was so angry that he wrote a song to tell them indirectly to leave him alone.
Princes Diana met Michael Jackson at a charity event a few years later and she was aware the song was not about her.
