Options -> Controls -> Invert Vertical View

By default this is set to disabled.

If you change it to enabled and apply, it works fine for the session you're playing but when you come back to the game, it does not save this setting (ie you have to set it every time you play) which is frustrating, especially if you spawn back into the game in a dangerous situation.