You should lighten up and enjoy the party.
lighten up
idiomTo make (something) or to become less serious and more cheerful or casual; to relax.
He was so stressed about the presentation that his friend told him to lighten up and take a break.
Although the situation was grave, she urged her colleagues to lighten up, reminding them that excessive worry would only hinder their progress.