Your Brain May Prefer a Familiar Threat to a Kind Surprise

A patient who expects to be let down finally meets a good therapist, someone worth trusting. The patient's brain files this under bad news.

That's the argument of a theory paper published March 11, 2026, in the journal Entropy by Erik Stänicke, Bendik Sparre Hovet and Line Indrevoll Stänicke of the University of Oslo. No patients or volunteers were tested. The authors propose that two ideas describe the same machinery.

The first comes from neuroscience. A model called predictive processing treats the brain like a forecaster. It keeps guessing what happens next, drawing on old experience and built-in survival instincts, then checks each guess against what the senses report. A missed guess lands as surprise, and surprise registers as unpleasant.

The second is Freud's. He described projection, where people push their own feelings and expectations onto others. The Oslo team suggests projection is basically prediction as it feels from the inside.

Put them together and some strange behavior starts to look almost logical. A brain facing a missed forecast can update the forecast, or it can nudge the world until the forecast comes true. Someone convinced snakes are dangerous may never get close enough to learn otherwise. Someone raised on criticism may wave off every compliment as undeserved, keeping the old forecast safe.

The authors argue therapy may work partly by offering safe surprises that give a stubborn forecast room to change. They also flag limits. They aren't claiming the math proves Freud right, and they treat a science of subjective experience built from both fields as only a possibility.

So when your partner insists you're angry until you actually are, that may be a forecast making itself come true.

Read the full story at Entropy, March 11, 2026

Hot Take: Accept the compliment. Your brain will hate it, which is apparently the point.