Upon viewing normal to a specific surface, you could use SHIFT + Arrow keys to get to your specific view, hit the space bar to bring up the orientation window.
Click on the 2nd icon to create a new view and name accordingly.
This view will come up upon a spacebar selection for which you can select and the view will be as you defined previously.
Thanks! Saved me a very annoying few hours