It does sound as if there is an actual 'secret', like one big one, that's what all the mentions of it are hinting at. And if those house rumours last night are true and there's no second house, then I wonder what it could be
I reckon it could be a money related one
Maybe the housemates enter and then they're told there's no prize fund? And they have to work for it over the series