I believe our soul re-incarnates to get different perspectives of worlds and the universe, and to work through karma (and help others to work through karma). I think the individual characteristics that are shaped on life experiences can be reasonably different between incarnations, but I think our "spiritual core" stays the same. I believe it is unique between different souls but everyone's spiritual core comes from a positive place.