You are thinking too much. Just go. It's just a gathering.
Regarding your jealous GF, that can't be help. As long u are being honest with yourself and her, nothing to worry about.
I don't think your relationship is so fragile that it can break by attending gathering. If it is then it's not meant to be which is a blessing in disguise.