Without going into quantum mechanical gibberish:
Nothing. Aside from a speck of tiny dust here and there, nothing.
Space isn’t black either. Space has no colour. The black you are seeing just means the light coming from that direction is too faint for our eyes to make anything out of it but black (the lack of any light). Turning off the light in your bedroom doesn’t turn it purple. It turns it pitch black.
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