On June 26 2013, as she fronted the press gallery in Canberra after her removal as leader of the Labor Party, Julia Gillard was determined not to cry. In her prime ministerial resignation speech, she asked not for pity, but rather for a meaningful national conversation about gender and politics, specifically the politics of her demise.

It...