When I was done with the effect, I moved the Snow stack into a Workman Locker stack and republished the page. The snow persisted.
Then I removed the stack entirely and republished the page. The snow persisted.
Does anyone know how I can remove this stack? By the way, this stack does not have turn on / turn off dates like some similar stacks so that is not an option.