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Timorous
Negative Connotation
The term 'timorous' often implies a lack of courage or confidence, not just fear. 
Subtle Emotion
'Timorous' can indicate a discreet or gentle fear, not necessarily overwhelming terror. 
Literary Usage
'Timorous' is more common in literary or descriptive contexts, rather than casual conversation. 