I used the "Ask a Moderator" forum to ask that question myself, some time ago. They responded very quickly:
"A star means you have participated in that topic. A dot means you have not.
If a topic in the topic list is bolded, it means there are unread replies in that specific topic."
You commented on Friday, so ⭐