Bilbo Baggins was saddened when Thorin Oakenshield --his only true love-- died during the battle. When Bilbo returns to Bag End he starts to contemplate his life with Thorin thus far and is saddened that they will never be able to experience these shared moments together again. He then reads something that will change his life and the life of the people he loves most.
12 parts