Some are, depending how big the storm is. Electrical storms can be very frightening, even for humans. And wind makes horses nervous.
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All animals have the ability to be scared when there are severe thunderstorms. If your rabbit appears scared, be sure to keep the animal indoors and away from windows and loud noises.