Infrared spectra of graphene deposited on a silicon oxide substrate suggest that many-body effects have a more significant role in determining its electronic behaviour than in free-standing graphene A remarkable manifestation of the quantum character of electrons in matter is offered by graphene, a single atomic layer of graphite. Unlike conventional solids where electrons are described with the Schrödinger equation, electronic excitations in graphene are governed by the Dirac hamiltonian1. Some of the intriguing electronic properties of graphene, such as massless Dirac quasiparticles with linear energy–momentum dispersion, have been confirmed by recent observations2,3,4,5. Here, we report an infrared spectromicroscopy study of charge dynamics in graphene integrated in gated devices. Our measurements verify the expected characteristics of graphene and, owing to the previously unattainable accuracy of infrared experiments, also uncover significant departures of the quasiparticle dynamics from predictions made for Dirac fermions in idealized, free-standing graphene. Several observations reported here indicate the relevance of many-body interactions to the electromagnetic response of graphene.