Oh no Sarah not a plugin to do that.
It takes less time to change the default in your WordPress settings:

In your admin area, go to Settings > Writing > look for the pull down menu beside “Default Post Categoy.” - choose your default and save.

Granted I can only set one default category not multiple but isn't that what "default" means?