Context Word: dumplings. 
Question: PersonX is making dumplings with self rising flour for PersonY's birthday, because _ wants her to feel special. 
Answer: PersonX
PersonX is making dumplings with self rising flour for PersonY's birthday, because _ wants to eat dumplings.