Consciousness does not emerge; that's a trick your brain plays on you.
Really your conscious experience is quite empty/vacuous.
Let's take vision, for example. (this is based on reading a handful of papers without a background in neurophysiology, so mountain of salt etc)
Your vision isn't some continuous, perfect experience. Meaning, if you look at an old smartphone, you can really see the pixels, and you can see the jagged breakdown of the UI if you kinda squint and look close. This reveals the magic trick that it's really just a grid of pixels.
Same with your conscious experience!
Your vision, if you pay attention to the sensory content rather than what it represents, is grainy. It has constituent "pixels".
What are those? This is where I am guessing, because sure we have retinas, which would be an obvious choice, but there are also retinotopic maps in the back of your head in the visual cortex (https://elifesciences.org/articles/40224).
These create essentially a visual homunculus of your first person POV. It is entirely made up of cells, that get more dense as they get closer to mapping the fovea.
Back to my early point about vision being grainy. The point there is that vision has artifacts of it's medium. It isn't some perfect magical substance that gives a continuous, smooth qualitative experience, rather it is grainy, and likely a physical configuration of neurons.
What neurons?
Well, for vision, I think a conscious person's first person POV is identical to the retinotopic map.
When you look around, those neurons are changing.
If someone asked, in physical space, where my first person POV, made up "qualia", really is? I think you would have to point to this retinotopic map in the back of my head. There is nothing additional needed. Neurons can seem to be a 3-D a video game experience if configured in this convoluted way in a biological organism's nervous system.
TLDR: Those grainy movements of your vision? Those are neurons dancing. Your first person, visual perspective is entirely physical.
EDIT:
If they further inquired: well, okay, those neurons are identical to the first person POV that this biological organism has. But why is it appearing to them? Why aren't they a P-Zombie?
Well this neural homunculus (retinotopic map) is in the visual cortex which is connected to the parietal cortex (involved in spatial awareness and attention) and the temporal cortex (involved in object recognition and memory).
So whatever is happening, is a coordination of this visual homunculus with all the other processes corresponding to our other features/senses, with the goal of having a cohesive experience for an agent, you.
So these neurons are made up of a larger global process, and thus you can sit and look at this screen, but also hear yourself reading this sentence in your head as you vocal chords have minute movement, and then stop and think of something. This kind of ties back to my first comment, but the point I'm making here is if you phenomenologically investigate one of the most salient soups of qualia, vision, it becomes pretty clearly it is entirely physical. So the onus falls back onto you, what extra stuff is there?