I know how fiction matters to me because if I want to express myself I have to make up a story. Some people call it imagination. To me it's not imagination. It's just a way of watching.
Sometimes a character is really based on research that you do. Other times it's just based on your imagination or perhaps your conversation with the director. Or sometimes all of the above. It depends on the movie and character.