You will have to edit faenza index.theme.
You can find it in Faenza icon folder, e.g.
Open it as root
sudo gedit /usr/share/icons/Faenza/index.theme
Locate 3th line from the top. It should look like that
Change it to
Restart your theme with unity-tweak-tools or just log out.