Could someone tell me how to do this? Thanks!
This may sound silly but right now you can't *unless* that text is both italic and directly below an uploaded image.
When you italicize a line of text below an image it will still appear left-justified in the blog editor, but in the published version it will be rendered as a centered image caption.