Context Word: apologize. 
Question: PersonX wants PersonY to apologize for being late to dinner, because _ thinks it's rude to be late. 
Answer: PersonX
PersonX wants PersonY to apologize for being late to dinner, but _ doesn't think it's rude to be late.