Pyroelectric materials have potential applications in sensors and energy harvesters but it is difficult for these materials to deliver energy in the joule range. Now, a pyroelectric harvester made of lead scandium tantalate with a multilayer structure is shown to generate about 4.43 J cm–3 from each thermodynamic cycle.