Not really a secret - the tunnel was dug to a well which supplied the Verne citadel. At the top of the cliff is the pump house which was reinforced and looks like a bunker, nearby is Cheyne house which is where the pump operator lived. Apparently there used to be a door at the foot of the cliff closing off the entrance, but nature decided she could do a better job with a rockfall!