The Handmaid's Tale after that epic Season 3 finale cliffhanger, you might want to brace yourself for bad news. Hulu has officially pushed the upcoming season of its hit dystopian series to 2021.In the final moments of the Season 3 finale, June (Elisabeth Moss) was in dire straights, bleeding out from a gunshot wound after staging a revolt of Marthas and Handmaids.