The formation of the sigma complex refers to the intermediate step in electrophilic aromatic substitution where an electrophile reacts with an aromatic ring, resulting in the temporary disruption of the aromaticity. During this process, a sigma bond forms between the electrophile and one of the carbon atoms of the benzene ring, leading to a carbocation intermediate that can undergo further reactions.