Watching this made me hard

[Dreckssau]

is it because she appears as vulnerable and you can be her knight in shining armor to save her from these mean internet trolls.

Maybe, but the main reason is that if you have the self perception of the 'weird outcast', you'll like women, who also are perceived that way.