Completing a character's story will award you 200 Soul Points per character. You can do it only once per character though. By completing an Arcade Mode on different difficulties, you can earn 50/100/150/200/300 Soul Points. Completing Arcade Mode on “Easy” difficulty will reward you 50 Soul Points.