The director of "When I Think of You", Julien Temple, would later direct Jackson's "Alright" video, and both videos have a similar style.
Режиссер "When I Think of You", Жюльен Тэмпл, позже снял другой клип Джексон, "Alright", и оба видео имеют схожий стиль.