The role of dopamine in signalling reward prediction errors is well established, but its involvement in more complex decision-making processes is less clear. In recent work, Kocharian et al. demonstrate that dopamine also encodes imagined outcomes and decision confidence, revealing a richer, more nuanced role in learning and behaviour.