Ikea Tradfri Switch Entities

I have a couple Ikea 2-button switches connected to HA via ZHA. I can set up basic automations with them but am looking to bring them into Node-Red to do some fancier stuff. The problem is, at the automation device level, I can find lots of different states such as “push on, push off, hold up”, etc.


When I get into Node-Red, however, I can only find one state in “events: state” which is power. How do I get entities for the other states such as button presses?
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I’m using deconz and they have a special set of nodes. In one of the examples there is a zha temperature sensor, so it may work.