Think of it in terms of the signal to noise (S/N) model used in electronics. The fog is the 'noise' and the negative density represents the 'signal + noise'. When the 'signal' value is low, the 'noise' value becomes significant; when the 'signal' is high, the noise is insignificant. The result of the fog ('noise') in photography is to lower the image contrast (as Ron has said).