Sounds very much like fermentation. Are there small bubbles in the neck of each jar that weren't there when it was jarred? Does it smell alcoholic/not right?
I've had OSR honey at 17% ferment, the best explanation that I've seen was that as the sugar crystallises out of solution, the liquid left...