This application relates to capacitors that resist deformation because of the configuration of their conductive and dielectric layers. The capacitors are multilayer capacitors that include multiple dielectric and conductive layers. The dielectric layers can be arranged in a way that creates a rigid barrier or dead zone, which can resist mechanical deformation when the multilayer capacitor is charged. In some embodiments, two or more multilayer capacitors are stacked together in an arrangement that causes each of the multilayer capacitors to cancel any deformations of the other when the multilayer capacitors are charged. In this way, noise exhibited by the multilayer capacitors can be reduced.