In this text, A is your partner and B is you: it reads the house of B where A's point falls.
Conversation and learning bring A closer to B: A may enjoy the way B expresses themselves and take an interest in what B reads, the movies B watches or what B studies. A may also ask for B’s opinion on decisions about their own learning.