bee in one's bonnet
bee in one's bonnet {n. phr.}, {informal}
A fixed idea that seems fanciful, odd, or crazy.
Robert Fulton had a bee in his bonnet about a steamboat.
Grandmother has some bee in her bonnet about going to the dance.
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Source: A Dictionary of American Idioms