I have no skin on the consciousness game but those were not "random" words and humans do something similar when they are mentally ill. https://en.wikipedia.org/wiki/Clanging

Not to mention that a hypothetical "conscious" system that works by emitting token probabilities will still sound completely random if you do not choose the tokens according to the emitted probabilities.