Update: s.w.org has been switched to a new CDN, which supports HTTP/2 and compression. Using the example above, the emoji drops from 3kb to 1.2kb.

An added benefit of HTTP/2 is multiplexing - if you have multiple emoji on a page, the images will be requested simultaneously, rather than the sequential behaviour of HTTP/1.1.