Don’t the NY subway stations have news stands and food places? He could have gone downstairs to one of those, I suppose, before or after work. And since he works near Grand Central Station, he could have frequented shops there, too.
Just think about the NYC train station—how many surfaces are on it, how many people pass through it—total containment failure—straight out of a Stephen King novel.