Changing the color only
of an inactive tab can be achieved by setting the background property.
|<telerik:RadTabItem Header="Item1" Background="DarkGray"/>
Changing the color of an active tab can be changed by editing the ControlTemplate.
In the attachment you can see a sample project demonstrating this scenario.
Give it a try and if you encounter any problems, let us know.
the Telerik team