From what you've said and submitted I think the ECO was also very harsh on the comments about your relationship. The ECO appears to have based the given opinion based on the fact that the only photo's submitted were of groups and not just the two of you together. Relationship cannot be determined solely on photographs, they should just be supporting key events, things you did together and places you went together.
I can empathise with your frustration and disappointment