View > Extras is a global temporary toggle.
To permanently disable/enable individual components like rulers, grid etc go to View > Show.
There is also a new "layer bounds" outline that is in the options bar when the move tool is active. Click the gear icon to disable. If you ask me, this is inconsistent UI design and this function should also be in the View > Show menu. But for now this is where you disable it.