Just giving it a quick looksie, I'm thinking the holder thingy that holds the bobbin in (side bobbin) is what is missing. Like my technical term?
I am, the next time I go into Hawaii, going to bring it with me and drop it at the sewing shop to get a good cleaning and have the guy fix it for me. It's a really pretty machine and the cabinet is awesome!