Already tried that.
On the phone itself, on that picture, there's no option to delete it, just "Open", "Set As Wallpaper", "Details", and "Sort".
When I connect the phone to the computer, I can use software to "delete" it, but when I go back to the image gallery on the phone, lights.jpg is...