With my Bootstrap theme, I modified the sidebar with jQuery. It's messy, but it allows you to manipulate the page as soon as it loads -- I added classes where there were none, and then made css for them. If you're interested in trying out this method,
I wrote a tutorial. It's more generalized than specific, I'm afraid.