Why do I sneeze so much when I wake up in the morning?

Hay fever. You likely have hay fever and probably allergic to house dust mites (their droppings are allergens) accumulated in your mattress, box spring, and pillow. If the symptoms are seasonal, pollen allergy is more likely. Try a nasal steroid and see if this helps. If not helpful after a few days of use, consider consulting an allergist.