Joseph is Lorelai Gilmore 's father .
The dynamic of single parenthood and the tension between Lorelai and her wealthy parents , Joseph ( Edward Herrmann ) and especially her controlling mother , Emily ( Kelly Bishop ) , form the main theme of the series storyline .