I've run into the same problem, only I could send a Kerbal on EVA, and I could go back to the space center. Both didn't help, as pushing the piece of fairing away didn't work and the space center thought the craft was "landed on Mun". I had a save from before launch, so I could revert to that. I don't think there's a way to fix this.