the bonus guest is only for the arts background, you pick one of the artifcats that decorate the hotel lobby. you may also find, while exploring the valley, the decoration corresponding to the guest you originally chose to boost his stats.
this extra guest makes the arts background possibly the best one currently, but the leader background will also feature another bonus guest pick later on.