I don't think you'd be able to walk up and get a great deal on a room...mostly because it's still busy season and the popular hotels/rooms will be booked.
Check out availability at Catcha Falling Star, Tensing Pen, Mirage, Tingalaya's Retreat...all offer great views from most of their porches and intimate enough for your anniversary.