No... you cannot be with someone and be emotionally unavailable. Relationships are a partnership and your partner deserves your emotions as do you theirs.
There is no such thing as emotionally unavailable in a relationship you make your self available or else the relationship will end. I can say this because I tried this and the relationship ended.