In all that incident, what blows my mind is the fact that Anko didn't sense Orochi right away.
When she throws the kunai at Naruto, and Oro retrieves it and give it back to her, they were pretty close. I mean, the guy must be *really* good at disguising himself.
She just figures that he's around when she recognizes his stealing face-no-jutsu.