Hi there. If you hover over your folder icon you should see a pencil icon pop up. Click on that and choose Edit this widget. Make sure the display is set as Thumbs and that the Hide labels on custom icons box is checked. This will remove the folder names for you.
If you need anything else just let me know. ^^