You have rediscovered the "philosophical zombie" problem.[0]
Dr. Giulio Tononi[1] has developed an apparatus for calculating what he calls "integrated information"[2] which seems so far from limited experiments to be a good corrolary to the presence of consciousness in biological systems.
It's currently computationally intractable for the human brain at full resolution but heuristics are being developed to minimize that problem.