How to recover Mountain Lion's dmg file after installation?
After Mountain Lion is installed, your Mac auto-deletes "Installer Mountain Lion.app". So before installs or upgrades like that, you must make a backup (compress it and move file compressed to anywhere, where you put storage data).

And now, you need to download "Installer Mountain Lion.app" again from the App Store.