Video Thumbnails without the play button

I'm trying to create video thumbnails (in the Devlin template) that DO NOT have the grey play button that automatically overlays the thumbnail when added to the site.

Here's an example of a site that does it: http://stephen-quinn.squarespace.com/

Any ideas? Thanks!!