If you go to the credit screen and wait for a while, a secret screen will appear. Doing this'll give you the secret moves to the two hidden characters and a hint for a different way to activate the Super Fighting Spirits mode.

To activate the Super Fighting Spirits mode described on the secret screen, select options and highlight exit. Now push the joystick to the right until the screen flashes and you'll be in Super mode.