Let's see what will appear when we used embed codes instead of a straight link:
The result: The saved avatar is maintained. The background website is changed.
The embed code, therefore, uses as the background the blog post which contains the embedded code.
The straight link, on the other hand, uses as the background the link that was hardcoded into the video avatar setting.