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Leery
Negative Emotion
Leery implies a negative feeling towards something, hinting at doubt or distrust, not just caution. 
Intensity of Mistrust
Leery suggests a moderate level of suspicion, not as intense as paranoia but more than just being careful. 
Past Experience
Use leery when past experiences influence someone's current hesitancy or suspicion towards someone or something. 