Hi,
I realised this problem of both my Paladin and Lancer's customisation rolled to a weird face, maybe it was one of the preset when I go to the character selection / preview gear or the beauty customisation screen.
I have to choose another character and go back / quit beauty customisation screen and go back in for it to appear correctly.