Limerence is a state of mind which results from a romantic attraction to another person and typically includes obsessive thoughts and fantasies and a desire to form or maintain a relationship with the object of love and have one's feelings reciprocated.
In this context, personality refers to The pattern of thinking and emotion that had by all individuals. This might also influence the things that the person like or don't like.