I have a 4 year old shih-tzu, and at times for no reason at all, she will start trembling, and it seems to occur whenever she inhales. It usually only lasts for a few minutes. If I didn't know better, I'd think she was cold.
This is strange. It could be a "backward sneeze" which is not serious but I recommend a visit to the vet. vetcare