Regular cards are not expanded by default.
The account you link to currently has website cards (which are ad products via ads.twitter.com) showing, and also a number of pictures, which have been added to tweets via regular tweet-with-images functionality (i.e. they are not photo cards attached to web pages, they are just tweets with images attached - these are indeed expanded by default).