Context Word: exam. 
Question: PersonX has a very early college exam in the morning and asks PersonY to be quieter. _ needs to go to sleep. 
Answer: PersonX
PersonX has a very early college exam in the morning and asks PersonY to be quieter. _ needs to turn down the TV.