According to the Berlin Stadtsmuseum website (where the painting is located), Margot is a prostitute who had been beaten up by a client. So, her face really looked like that, if only temporarily.
The museum website has a lot of laudatory stuff to say about the "emancipated woman." She looks like an enslaved woman to me.
My first reaction to that painting was corruption all dressed up in pristine white.