The story
Borrowed from French, literally “long live the difference”, from vive (“long live”) + la (“the”) + différence (“difference, diversity”). Although correct and unremarkable French, it is not a stock phrase in French as it is in English.
Etymology from Wiktionary, CC BY-SA 4.0.