You could try it! It is quite magical. The Meseta would be good for the stars and easily walked in parts, yous hould need a light to find the signs on the way. Just remember that albergues have quite strict closing and opening times so it will be very hard to find a place to sleep.
However please remember that in Spain nowadays all pedestrians walking in these hours are required to wear a reflective vest.