( CNN ) -- Get ready to be freaked out , `` American Horror Story '' fans . Creator Ryan Murphy used his Twitter account to announce that the latest in the anthology series , tweeting simply `` AMERICAN HORROR STORY SEASON FOUR '' with a picture that read `` Freak Show . '' Entertainment Weekly reports that the show will be set in Jupiter , Florida , in 1950 and that the series `` finds Jessica Lange playing a German ex-pat who is managing one of the last freak shows in the U.S . Her group of 'unusuals ' ? Kathy Bates , Sarah Paulson , Evan Peters , Angela Bassett , and Frances Conroy all play performers whom Lange 's character has rescued ; Denis O'Hare and Emma Roberts are also in talks to return . '' Fans are already excited , and the show is not set to premiere on FX until the fall . `` AMERICAN HORROR STORY : FREAK SHOW OH MY GOD I CAN NOT WAIT FOR SEASON 4 , '' one person tweeted , while another offered `` American Horror Story : Coven was so terrible , I may not even watch Freak Show . Oh hell , who am I kidding ? Of course I 'm going to watch it . '' The first season , `` American Horror Story : Murder House , '' was set in 2011 in Los Angeles and followed a family that moved into a haunted house . Season 2 was titled `` American Horror Story : Asylum '' and followed a group of residents in an asylum for the criminally insane in Massachusetts in 1964 . Season 3 , `` American Horror Story : Coven , '' was set in New Orleans in the 19th and 21st centuries and followed the story of a group of witches and voodoo priestesses .
`` American Horror Story '' creator tweets about new season . EW says it will focus on a group of `` unusuals '' Fans are already tweeting about the new season .