It doesn't really matter, I was just curious. I'm guessing the zoom level you had it set to was right on the threshold of the filename being hidden. The way to avoid it altogether is to switch to 'Details' view, all of the texts remain visible whatever size thumbnails are used.
Sorry, but where is this “Details view” preference?