Guys, a girl you are with (not dating) suddenly holds your hand when you are alone and you don't let go of it. Does this mean you fancy her?

Guys, a girl you are with (not dating) suddenly holds your hand when you are alone and you don't let go of it. Does this mean you fancy her?
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