remember the normal force is always perpendicular to the surfaces in contact. In this case, the only other force present is gravity, acting vertically downwards. Since normal is supposed to be perpendicular to the surface, i.e. its horizontal, non of the gravity is in the component of the normal, hence why its zero. Same could be said at the otherside.