Not even Jon knows he's a Targaryen, which is why, in true GoT fashion, this reveal was intercut with shots of Jon making out with Daenerys Targaryen, his secret aunt.
Sansa would have sighed and shed a tear for true love, but Arya just thought it was stupid. She couldn't say that to Ned, though, not about his own aunt. " Did someone break it" ?