I managed to make it show only the “following” scope on my activities loop.
Another two problems:
1) However, the activities loop on the user’s personal profile page is also affected and instead of showing their “just-me” activity it shows “following” as well.
2) The “load more” button is disabled when the activity scope is set to “following”