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Neurotic
Overreaction Common
The term 'neurotic' often denotes someone reacting too much to small problems. 
Sensitive Context
'Neurotic' can sound critical, use it with people you know well. 
Not a Diagnosis
In everyday use, 'neurotic' isn't a medical term but describes worry or anxiety. 