Lost my dynamic wallpapers. Is it related to gamepass?

I canceled game pass the first of the month. When I went to change the dynamic wallpaper I only had the options of very basic wallpapers and when I backed out I lost the one I was using. I was wondering if the dynamic wallpapers are tied to game pass? I'm on a series s 1tb, also at the lowest tier of xbox preview. Thanks in advance.