I generally don’t like flash photography, even with a diffuser. I think that photos should convey what it was like to be in the place that you’re shooting, and flash photos don’t do that for me.
I’ve been experimenting with long-exposure pictures at parties, and camping. It requires that you yell at people to hold still, which isn’t always successful.