Yes probably so. I am a guy and I know if I go and talk to a girl that I like it's always tense and akward until I tell her that I like her. That can be the same problem with girls as well.
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Feeling awkward around someone could mean the boy is nervous or unsure how to act because he may have feelings for you or is trying to make a good impression. It could also be a sign of shyness or lack of social confidence.