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Frustration
Emotional Weight
The word 'frustration' can convey a strong emotional response, more intense than annoyance. 
Context Specific
'Frustration' often relates to specific goals or desires that are blocked or unachieved. 
Personal Reaction
The term can sometimes be subjective, depending on the person's patience and expectations. 