Just wondering if the dogs are sensitive to infrasound produced by the thunder.
This would be like being at a rock concert, where the bass sounds make your chest cavity vibrate.
It'd quite un-nerving the first time you experience it.
This could explain why the pressure coats work for the dogs.
I wonder if they make them for humans..