The more I read and the more I think about it the MORE I go with my first instinct. HER last name.

I may not have any real info, legal or otherwise, but my gut tells me that is the proper thing to do.

Then when she DOES marry, who ever becomes her husband can decide to become the adoptive father and give the baby his last name (if that is the choice at the time).