Set to 'Diana Ross' song 'Love Hangover', it is captioned with 'The Party's Over', reported Ace Showbiz.
The video doesn't give any clue about the plotline, but features the gang gathering for what appears to be a summer party outdoors.
'Mad Men' will return with the second half of its seventh and final season on Sunday, April 5.