The outcome-devaluation test

A trained responder blends two systems. A goal-directed system presses only while the outcome is valued; a habit system presses automatically, whatever the outcome is now worth. Set how far the responder relies on habit, then devalue the outcome (feed to satiety). A goal-directed agent stops; a habitual one keeps going — and that residual responding is the laboratory signature of compulsion.

Reliance on the habit system (w)0.30
0.00.51.0respondingbefore1.00after (not devalued)1.00
With habit weight w = 0.30 this responder is mixed control. After the outcome is devalued, responding falls to 0.30 — only the habitual share persists, so the devaluation reveals exactly how much of the behaviour had slipped out of goal-directed control.

The anxiety–compulsion cycle and ERP habituation

A trigger drives subjective distress (SUDS, 0–100) to a first-exposure peak of 80. Under response prevention the compulsion is withheld, the exposure runs to completion, and the peak decays across exposures as Pn = 80(1 − h)n. Turn prevention off and the compulsion is performed each time, aborting the exposure at its peak so distress never habituates.

Habituation fraction per exposure (h)0.25
020406080100half of peakpeak distress (SUDS)exposure number (n)012345678
With prevention and h = 0.25, peak distress runs 80 → 60 → 45 → 33.75… across exposures 0–3. Distress first halves at n = 2.41 (so by the third exposure). Each withheld compulsion teaches that the anxiety subsides on its own, breaking the negative-reinforcement contingency.

One axis, two poles

The dimensional model places impulsivity and compulsivity at opposite ends of a single under- to over-controlled axis. Slide a behaviour from one pole to the other and watch its drivers swap — reward-seeking for harm-avoidance, positive for negative reinforcement — while a shared failure of top-down control stays constant, which is why the "opposite" poles so often co-occur.

Position on the axisimpulsive 0%
ImpulsiveCompulsivepremature · reward-seekingrigid · harm-avoidantpositive reinforcementnegative reinforcement
At the mid-axis (mixed): the dominant driver is harm-avoidance, the action is rigid / cannot stop, and it is maintained by negative (relief) reinforcement (reward-seeking 50% vs harm-avoidance 50%). The shared failure of top-down cognitive control stays at ~60% the whole way across — the common substrate that lets a behaviour drift from one pole toward the other over the course of a disorder.