This one is funny too. What kind of things are you watching or what kind of people are you hanging out with? :)
I think here you are referring to being "puffed up". Don't get all puffed up about it means don't get yourself into a tither, don't get yourself riled up, don't sweet it - calm down, relax, don't get angry or get upset. Chill brother!