Griezmann has touted himself to PSG in recent days.
"You do not understand Griezmann," said Cerezo.
"You have not understood him yet, you have not gotten his sense of humour and professional sense.
"He wants to stay."
The club president also took the time to talk about the anticipated Madrid derby on Saturday.
"We are tied on points and whoever wins will have three more points," Cerezo said.
"But the important thing is for it to be a good game.
"We, as always, will win."