Portugal's players only heard the news after yesterday's 3-1 win over the Czechs.
Carvalho, 30, said: "We were all shocked by the news. We heard the rumours but didn't guess he would be going to Chelsea after the Euros."
He added: "He is a great manager and a big personality. He's the kind of guy that players respond to and I think we can go forward with him."