Thanks BoucherS, I got it: I build this style and apply it to my specific control.
var aa = new Style(typeof(DropDownButton));
aa.Resources.Add(Xceed.Wpf.Toolkit.Themes.ResourceKeys.ButtonPressedOuterBorderKey, new SolidColorBrush(Colors.Aqua);