After testing various plugin compatibility, it appears that the issue was with the “oAuth Twitter Feed for Developers” plugin that I came with the theme.
In case anybody else is having the same issues. I was appearing to have admin bar problems because I had not yet setup the oAuth connection with my Twitter account. After connecting, everything is appearing back to normal. Connect it or disable the plugin!