When you first create a new workspace the default view for any mapping function is to have the highways labeled, as shown by the eye icon.
To add additional reference layers, select the Add Layer drop-down. Then select Reference Layers.
Make your desired selections.
Select Save Globally to save to all workspaces, or select Save to Workspace to save to the current workspace only.
Changes to any of these reference layers will be saved for future use.