The story
From creep + mouse, from a likening of a person's character and/or behaviour to that of a small, timorous, and often unseen rodent.
Etymology from Wiktionary, CC BY-SA 4.0.
creepmouse
Today it means: Timid and unassuming in the extreme. Full definition →