Also, I don't see anything wrong with holding your dog when he/she's afraid. I like to be held when I'm afraid.
Me either!! BJ, my first yorkie, was very afraid of storms, but the minute I picked him up for a cuddle he calmed right down.... With Gabby, she barks, God thunders, she barks, etc..... Little Tyler is so layed back, he doesn't even care......