Context Word: keyboard. 
Question: PersonX put sticky fingers all over PersonY's keyboard, despite _ knowing they shouldn't be doing it. 
Answer: PersonX
PersonX put sticky fingers all over PersonY's keyboard, despite _ saying they shouldn't be doing it.