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Can one only see comments on that blog if they are logged into txtpen?

Of course not. There aren't any or the moderator hasn't approved any.

Personal highlights are visible only if you login

I cannot see any comments, either.

I tried installing the chrome extension.

edit: Ah, I guess you can comment, but there may not be any comments on that page, yet.