As usual, you've captured the essence of workaday Madrid, rather than the "bits the tourist see". We visited Madrid a few years ago, staying in a Rick Steves recommended hotel. In our wanderings, we were able, to some extent, to immerse ourselves in the local culture. We'd visited Barcelona a year before, and noted the contrasting culture of that "Catalonian Capital".