Agreed. It sounds from what you said like she was hoping you would say something else. You did say what you felt, and often that's enough.
'Chewing someone out' as you put it, is often nowhere near as effective as saying what you want to say quietly, with conviction and in a heartfelt way. It has far more impact. You didn't let your wife down by saying you support her in every way and you love her very much. I mean really, what else needs to be said? If anything, you did her proud hon. *hug*