Does anyone else have difficulties figuring out if someone is interested in them or not?

I just realized I badly misinterpreted someone's signals tonight (nothing happened, i figured it out before I did something stupid or there were bad consequences), and i'm feeling kinda like an idiot.

Anyone else completely clueless out there?