That would be an interesting thought. We were often told that K was based in an alternate history world, but we didn't know the exact moment of divergence from our world's history or its specifics.
Back in one of the earlier episodes, Fushimi did say "So Totsuka-san is dead..." while looking visibly shaken, so I think it's safe to say that he definitely takes it harder than he lets on.
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