afraid of one's shadow
afraid of one's shadow {adj. phr.}, {informal}
Scared of small or imaginary things; very easily frightened; jumpy; nervous.
Mrs. Smith won't stay alone in her house at night; she is afraid of her own shadow.
Johnny cries whenever he must say hello to an adult; he is afraid of his own shadow.
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Source: A Dictionary of American Idioms