How do I tell if a woman's affection is genuine?

I doubt the woman I'm talking about is trying to use or manipulate me. She's a female friend a few years older than me who knows I've never had a girlfriend or even a first kiss. How can I tell if this is out of pity?
How do I tell if a woman's affection is genuine?
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