Do I ignore or reward this?

Why don't you teach her the "Leave it" and "Look" commands. That way you can tell her to leave the thing that she would normally react to, and then when she "Look"s or makes eye contact you can reward her for that. It is better to reward her for looking to you than it is to reward just neutral behavior, she could be neutral b/c she's shut down rather than calm.