That's exactly how hypoxia works.
The training that the military (and the FAA) conducts is how to recognize your specific, personal symptoms of hypoxia.
Those symptoms are often very insidious and differ from person to person.
And as is preached to us during any pressurization problems or smoke/fumes, take care of yourself first, then take care of the plane.