keep one's distance
keep one's distance {v. phr.}
To be cool toward someone; avoid being friendly.
Mary did not like her co-worker, Betty, and kept her distance from her.
Compare: KEEP ONE AT A DISTANCE.
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Source: A Dictionary of American Idioms