Context Word: costume. 
Question: PersonX was annoyed that PersonY kept insisting she wear a costume to the party, because _ loathed dressing up for Halloween. 
Answer: PersonX
PersonX was annoyed that PersonY kept insisting she wear a costume to the party, because _ adored dressing up for Halloween.