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It may not be "aura", but I notice how a person carries or holds her/himself. One might describe it as "bearing." Once there is contact, the person's eyes are what I concentrate on most, even to the exclusion of physique.

What it is they're doing, looking for or what mood they're in. 

Usually if they are carrying a weapon of some sort.