You have an option where you can choose to post on News-feed by checking the "Post On Newsfeed" check-box before giving the star. In case, the check-box is left unchecked, the person receiving the appreciation is only notified and can see the appreciation. It is not posted on the News-feed. However, it becomes a part of their data that the manager can see – though not notified.