This is the Description field where you can type in a description of the video. You can enable Social Commenting if you want to allow visitors the ability to comment on the video. 

Here is an example of what an embedded video (from YouTube) looks like. 

Here is the same "First Grade Weather Movie" uploaded rather than embedded.