When at the main screen where you choose' Arcade Mode' or 'Arrange Mode'. Select the mode
you want but don't press Circle yet. Hold the LEFT arrow and press Circle for a Secret BOX
Character Hold the RIGHT arrow and press Circle for a Secret PEACE Character.