I like to think it's that the sound of rain is so relaxing that I am just in a state of pure comfort and that's why I don't want to get out of bed.
I also have a folder of rain sounds collected off of archive.org and some other places, for when I want to get deep work like programming done. I feel much better at creative tasks when I'm relaxed by rain sounds.