This is definitely a game about exploration and to some degree personal interpretation so there isn't an actual tutorial as the character is meant to explore and figure things out, but there is a small write-up on the game page explaining some basics. You are trying to cleanse your soul of darkness and defeat fear itself (the big bad guy in the middle of the map).