More info: I created a new page and called it “Blog.” When creating the page, it let me choose the Blog Template. I was able to set the style to Large Image and it worked. Once I set that page as the Posts Page under Settings > Reading, however, the Blog Template option under Page Appearance disappeared and the layout reverted to the default.