I prefer to receive and give thoughtful comments. If I don't have anything to say besides "looks cute" then I don't comment and I don't expect others to comment on my pictures when they don't have thoughtful comments to add to the discussion.
The same way that you extrapolated from your own feelings that everyone wants to receive a lot of comments, I have extrapolated from my feelings that a one or two word comment is unnecessary.