I agree. Noise sensitivity is genetic. I HATE IT! It shows weak nerves.
I admit, I don't mind the initial shock, but the dog should be on alert and very curious.
If the dog cannot overcome his fear and is in shock, tail down, for a long time, I would put it down. Chances of being a fear biter is slight, but I do not like to take a chance.