According to the Chelsea Hotel No.2 Songfacts, this song was written about Janis Joplin, although since her death, Cohen has come to regret linking the singer's name with it.
I remember you well in the Chelsea Hotel
You were talking so brave and so sweet
Giving me head on the unmade bed
While the Limousines wait in the street