All the Windows Spotlight images on your PC are stored in a folder called Assets, deep in your user profile. Another method (this one's easier) is to use a third-party app like Dynamic Theme.

Windows Spotlight images are saved on your hard drive, but they're buried in an obscure folder. Follow these steps to locate these photos and then apply one as a background image.