This is the fourth time the show has been nominated at the Globes for 'Best TV Series - Musical or Comedy.' They've won once, in 2012. Vergara and her co-star Eric Stonestreet, were also nominated last night for 'Best Supporting Actress/Actor' respectively (both for the third time).
Though the cast was sad about their loss, the long faces were gone soon enough as Vergara also tweeted a photo of them goofing around at the show's after party.
2014: The Year in Music [PHOTOS]