Proximity means nearness in space, time, or relationship - the state of being close to something. The opposite would be the state of being far away or distant. 'Remoteness' means the quality of being far away or distant, making it the correct antonym. 'Filth' means dirt, 'Obscurity' means unclearness, and 'Disobedience' means not following orders - none relate to distance.