cuddle up with a (good) book
To make oneself cozy and comfortable while reading a book. A cold, rainy night like this just makes me want to stay home and cuddle up with a good book.
cuddle up with a (good) book
and curl up (with a (good) book)to snuggle into a chair or bed comfortably to read a book. I want to go home and cuddle up with a good book. She went home and curled up with a good book.