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Jumpy
Emotional State
Use 'jumpy' to describe someone's temporary feeling, not their overall personality. 
Subtle Warning
'Jumpy' can imply someone suspects danger or is on high alert for it. 
Not for Joy
Although referring to agitation, 'jumpy' is not used for excitement or happiness. 