Click on your profile icon on the right side of the app bar. On the drop down menu, click on Your stories.
Click on the Drafts tab. Next to it, there will be a number indicating how many story drafts you currently have saved.
Click on the thumbnail for the story you want to edit. To save it again without publishing, simply exit the screen.