I'm seeing a few pretty snarky comments about this.
It's a joke. Get over it. Of course that doesn't mean fangirls are never calm. It's probably the most original quote I've ever seen come out of this meme. At least it's not something lame like "keep calm and fangirl on" or something stupid.