You can manually change the sidebar style by editing Default.sublime-theme.
To do this, edit the “sidebar_tree”, “sidebar_heading” etc., classes in Packages/Theme - Default/Default.sublime-theme. You can override those defaults by putting this Default.sublime-theme inside the Packages/User folder.
From the Sublime Text menu, selecting “Preferences ? Browse Packages…” will take you to it.