The widget was a stack to transition between the non-starred and starred
icon state smoothly, this was not CSS themable.

Instead, use a GtkImage and use the background-image property to set the
actual image. This is a workaround since Gtk currently does not support
CSS transitions between regular gtk images/icons, but using the
background image instead is possible.