When you have auto rotate turned off your phone’s rotation is
locked probably to portrait mode at first. However as you rotate
your phone within an app you’ll get a rotation suggestion at
bottom-right corner of the phone that allows you to flip the
rotation. If you tap the button it then flips the orientation and
locks it to that until you rotate back and tap that suggestion
button again.