That is governed by the stylesheet for your search page. For example, here is how it's defined in the template bluegrey.html:
Code:
.phpdigHighlight {
color: white; background-color: #220044; font-weight: bold;
}
Just add that to your own stylesheet, and change its properties to however you want it to look for your own highlighting.
Hope this helps.