val color_button = Gtk.ColorButton.newWithRgba(color_rgba)

Now I have set the button to the color I want, but when I click it, the default color picker pops up.

val _ = Signal.connect color_button (Gtk.ColorButton.activate false)

The error message shows that activate is not defined