I turned myself in - twice.
On both occasions, an incredibly nice staff man saw me breaking a rule with bigger consequences. Both of these men approached me later and had a conversation. They were respectful and kind. They felt bad about it, but told me it would be a violation of their employment to not turn me in, but they really didn't want to because that is not why they are on staff. They suggested that I turn myself in because it would be seen better by the disciplinary committee and it would not hurt my reputation so bad.
On both occasions, I told Mr. Highfill who was shocked that I would turn myself in. I told him about the kind staff member and figured that the crime was worth the punishment anyway. I didn't want to cause those guys any more stress than they already had in their life. Sure enough, RH just shook his head, recorded the demerits and told me to have a good day. No meetings. No other repercussions.