Context Word: bald. 
Question: PersonX noticed that PersonY was starting to go a little bit bald on the back of his head, but _ decided not to comment on it. 
Answer: PersonX
PersonX noticed that PersonY was starting to go a little bit bald on the back of his head, but _ would have been embarrassed if anyone commented on it.