There really isn't any great conspiracy here. In a two point perspective all the vertical lines are parallel, and the horizontal lines converge to vanishing points at the eye height of the drawing (in this case street level).
Because the eye level is so low in the image horizontal lines further up are going to be at an increasingly large angle relative to the horizon.