I meant that as essentially a variant of the cogito; I can determine for myself (only) that I have subjective experience because I experience it. (Presumably you can do the same for yourself -- provided that you're not a bot, p-zombie, or such; I'm not a solipsist.) I think we agree that it's not currently possible to convince others of the existence of our own subjective experiences since we cannot directly share subjective experience, and no one has come up with a convincing workaround -- and we might not ever come up with such a thing.
You mention emergence here as well, but I'm not sure that's either required or implied by qualia.
What I mean is that accepting what seems to be correct, more or less, from current understanding of science, we seem to be composed of interacting cells and yet have subjective experience. If someone does, somehow, come up with a good explanation for why we have subjective experience, that explanation ought to be able to allow you to determine, at least in principle, whether any kind of matter interacting does or doesn't have subjective experience -- whether that's another person, or a piece of software running on a computer, or something even weirder like an entire country operating collectively through the behavior of its constituent citizens.