Favorite fonts disappear every time I close Photoshop

Photoshop forgot all of my favorite fonts recently, so I selected them again. When I restarted Photoshop, the Favorites were once again missing.

Note that this is NOT a case of the typefaces being uninstalled. They are still present, but they are no longer marked as being Favorites.