Published page has a different style. I think this is designed to minimalistic and it a kind of reader view. Sidebar is not available (yet) on published page and the header is also limited.
Here is the stylesheet for published page:
Discourse Air theme adds a few modification to published page to fit to the theme but you can override these with a theme component if it is not fit with your customizations.