A family of Microsoft word processing software products for creating web, email, and print documents.
You can turn on the "Hide until used" or "Hide Always" in the Manage Styles dialog that Jay showed. They are found in the "Recommend" tab.
https://office-watch.com/2016/word-where-are-all-the-style-controls/
You also have the option of setting the "Set priority to use when sorting in recommended order" value to "Make Last" for those styles. That way they will be so far down on the display list that you probably won't see them.
Personally I prefer to use the "Alphabetical" sort order. I found that managing the recommendations was too much work. But you may have to use them.