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Sheepish
Subtle Embarrassment
Use 'sheepish' to describe someone who is slightly embarrassed but not deeply ashamed. 
Self-conscious Behavior
'Sheepish' often implies a person is aware of their awkwardness or mistakes and feels uncomfortable. 
Mild Discomfort
It describes a temporary state, not a person's overall character, and is not very intense. 