Context Word: pineapple juice. 
Question: PersonX was much more embarrassed than PersonY, because _ spilled pineapple juice all over their shirt. 
Answer: PersonX
PersonX was much more embarrassed than PersonY, because _ didn't spill pineapple juice all over their shirt.