Ok, you may not like all of this but I'm going to be honest.
Who's definition of 'living the martial way' are you using? What do you mean by living the martial way? Are you planning on being a modern samurai ( not actually possible) for example or are you just training martial arts for fitness, self defence or competition like the rest of us.
I'm not sure why you call them 'social' sanctions, you are training in a martial arts class, it is not a social situation, it's training.
Looking at your opponent is the best thing to do, you shouldn't be looking at him, if he makes you sit down then he is reminding you of this, it's important, if you don't look you won't see the punch coming. some instructors would throw that punch at you to remind you.
That's obviously the way he teaches, some people will like it some won't.
You aren't in a relationship, he's a martial arts instructor you are the student.
What martial way? You are paying to be taught martial arts, if you don't like the instructor and feel you can't learn then leave, find a class you enjoy. You are making it sound like a cult, it's not you are learning martial arts, it's a contract between you and your school/gym, just the same as if you were having dance or singing lessons. As the others have said find somewhere else. And seriously think about this 'martial way' thing.