Draco, in his infinite brilliance, could tell that she was keen on interacting with someone who was actually her equal. Or at least quite close to it. Her coworkers obviously needed the same qualifications to work in the Ministry, but she was far overqualified, and she went light years beyond that in sheer brilliance.