Season 4, Episode 14.  Paris’ feud with their fitness fanatic roommate continues and she hilariously says that a crater is caused by the roommate’s large boyfriend sitting down on the sofa and Gandalf the Grey is still falling down it. 

 Season 5, Episode 15. 

Season 6, Episode 12.  Paris references  this book when Rory walks into the apartment with her roses.