You can get the Blade Of Woe by Killing Astrid and starting the "Destroy the Dark Brotherhood" mission. You can also get it by pick-pocketing Astrid using the pickpocket perk. You could end up with two blades if you pickpocket Astrid and then go ahead and finish the Dark Brotherhood questline.