In order to achieve your goal, you can define a style targeting GridViewToggleButton and change its Background. Please check the following code snippet for a reference:
TRY TELERIK'S NEWEST PRODUCT - EQATEC APPLICATION ANALYTICS for SILVERLIGHT.
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