1 device turning off in a scene causing whole scene to turn off

Hello, quick question I've struggled with for a while.

When I have a scene on, if 1 device in that scene changes its brightness or is turned off, the whole scene turns off.

This is a pain because now I have to either manually turn off all the devices in the scene or turn on the scene and then turn it off again but by doing this, the devices don't remember the proper settings they were at before the scene turned on as they were all mostly already turned on to the scene settings before activating the scene the second time, just to turn it off.

How do I get it so that turning off one device within a scene, or changing its brightness, doesn't make the whole scene turn off such that if I turn off the scene, all the lights in that scene go back to the settings they were at before the scene turned on?

Perhaps I need to migrate to the new Room Lighting App? I've just been avoiding having to learn the new app as I'm already familiar with the Groups and Scenes App.

Thanks :pray: