This moment shows how thoroughly the Doctor’s memory of Clara was erased. While Twelve generally does a poor job of reading human facial expressions, he always was able to read Clara’s face. But here he cannot see the emotional impact his words had on her.
It’s such a beautifully bittersweet turn around from past parting of ways. It’s Clara who will deal with the pain of this separation by running off through time and space.