The empty box is the slider.
You can control its settings from Graphene Options >> General Options >> Slider
but before you do that, you may want to read up on what it can do for your site:
http://docs.graphene-theme.com/Slider_options
The “edit page” link is only showing because you are logged in. It does not display to non-logged in viewers of your site.