I usually don't use the acivity stream, but today I did and it sees like it lets me see "secret comments" (not visible to me) if the are liked.
I wrote a bug report on that:
https://answers.sap.com/questions/101371/bug-activity-stream-shows-non-existing-comments-be.html
best
Joachim