On the Apple TV menu, go to Settings -> Audio & Video
In Audio & Video, select your desired language from the Subtitle Language menu.
In this case we select Swedish.
This is how a soft subtitles movie looks. Great!
You can change language while watching by pressing and holding the center button on the remote.