I was excited when I fought her, I thought "damn! now I can also play as E-Ryougi?!" but alas, that is not to be.
Fight E-Ryougi in Arcade mode by getting 4 perfects (and not continuing) before stage 7. When you go to stage 7, you will be challenged in between rounds and E-Ryougi will try to rape your face.