Same happened to me when I turned iCloud Photo Library off (since my storage was full) and then back on. No way to recover those live photos again from iCloud, they were just gone.
Luckily I was already backing up my photos through (Oh irony) Google Photos/Drive, which also happens to support live photos. So Google saved the day :).