Stream Deck Hue Package On/Off Toggle?

In the original Stream Deck application with Hue, it was possible for a single deck button to toggle a scene on and off. When you turn the scene on, the icon also could change to a secondary icon. You could then press that same button to turn the scene off.

Is this possible? To me it looks like the button on a deck can only choose a scene (aka just turn lights on, but not off if they are already on).