The brain operates as a predictive processing machine under Karl Friston's Free Energy Principle (FEP): all neural activity is fundamentally oriented toward minimising 'surprise' — the divergence between predicted and actual sensory input. When prediction errors accumulate faster than they can be resolved (due to conflicting goals, unprocessed emotional data, or cognitive overload), the system enters a high-entropy state characterised by increased activity in the default mode network, elevated cortisol (via HPA axis activation), and degraded prefrontal executive function.
The Step 4 protocol deploys three entropy-reduction operators. Magnetisation functions as a selective attention filter — by concentrating neural resources on a single high-valence state, it suppresses competing prediction-error signals and stabilises the generative model. Crystallisation is a phenomenological reduction technique: iterative passes through cognitive content eliminate low-confidence representations until only high-certainty, high-clarity structures remain — analogous to removing noise from a signal until the waveform is clean. Distillation operates on motivational architecture, using interoceptive feedback to strip composite desires down to their core drive, reducing the computational overhead of multi-objective conflict.
Together, these three operators lower the brain's free energy expenditure, freeing prefrontal resources, sharpening attentional bandwidth, and producing the subjective experience of mental clarity — operationally equivalent to increasing the clock speed of executive processing hardware.