I quite like that clip. It strikes me as mildly (!) odd that Bilbo reacts so strongly and emphasizes the word "last," but that is probably only due to my prior familiarity with the source material.
However, the way it plays out here suggests they expected the sun but immediately found it was the moon that did it.