How do I "hidden" hide the displayed attached images from the bottom of a page?

At the bottom of my nodes (Content type: Basic Page) after saving I see the images I've uploaded in a div called div class= field field-name-field-media field-type-file field-label-hidden. I'm embarrassed, tired, and feel like a dolt for asking, but how do I toggle this either hidden or off altogether?

Put another way, I use Media in my node creation (creating a page) to upload images, which works fine. I manually enter the image path after using CkEditor to create an instance of an image and that all works fine. However, once I save and view the page in a browser (not logged in) I see a duplicate of each uploaded image repeated at the bottom of the page. In Firebug these divs are all inside of the above-mentioned div. Does this make sense? Am I asking the correct question in the correct issue queue here?

I've attached screenshots if it makes it clearer?