rodney stover , 48 , was arraigned on thursday for rape , predatory sex assault and other charges for last saturday 's attack in the bathroom at the turnmill bar on east 27th street .
nbc reports he was arrested on wednesday after being recognized as he walked by the establishment .
stover allegedly hiding in the stall next to her while she was standing in front of the door .