On his return to Greece in 1954 he was arrested.
First elected to parliament in 1974 after the Metapolitefsi, Florakis led KKE as its general secretary from 1972 until 1989, when, though still fit for the job, he announced his decision to step down from the party's top post and proposed Grigoris Farakos as his successor.