Hey Pink, I don't think you messed it up or were being negative at all. I think you are right in just wanting to know what he means by deep/real friendship. Is he saying that is all he wants or that it can be the start of something more. I think he does love you but maybe not in the way you want him to. IDK it's very confusing!
As you say you already know that you are friends so why does he keep making a big song and dance of it in front of everyone. It must be very annoying. It's like he wants everyone to see what a nice person he is to you.
Maybe I am wrong about it and I can't see what others might see but I do think you need to have a straight talk with him about what he means especially when he says his position hasn't changed.
Me - 47 H - 45 D-16 M - 6 years Separated - May 16
Don't leave me behind can't you see me I'm shining... (Years & Years - 'Shine')