If the "real culture" is toxic, what do you suggest? Just saying "oh well"? Firing people until moral improves? This is the kind of reason why companies intentionally try to foster certain traits in their professional culture.
Maybe you are a great person and don't need any culture but does that mean that doing nothing is enough?