I found the answer in the StudioPress Forums. Thought I’d post it here in case anyone else looks here.
A functions.php code add and a style.css add. As noted by Wes. Thanks, Wes!
http://www.studiopress.com/support/showthread.php?t=86885&highlight=header+background
