This question -- Why do Sublime Text 3 Themes not affect the sidebar? -- helped me out.
The steps I followed:
- Preferences
- Browse Packages...
- Go into the User folder (equivalent to going to
%AppData%\Sublime Text 3\Packages\User)
- Make a new text file in this folder called
Default.sublime-theme
- Add JSON styles here -- for a template, check out https://gist.github.com/MrDrews/5434948