According to the experts, not only does rain make dogs feel uncomfortable, it may also make them scared to get in trouble with you.
Then again, they also may not like the sound of the rain.
Some of us like the sound of the rain hitting the roof and it can be rather peaceful for humans but dogs are a different story.