The folder you are looking for is probably a hidden one
And this would be a major navigation problem if your system is defaulted for "Do Not Show Hidden Files or Folders".
Good Luck!
If you know the name of the wallpaper you can do a search for it
Or at least a portion of the wallpaper's name.