Fernandes joined City from Swiss club FC Sion last month in a £2million deal.
He said: “Contrary to what everyone thinks, people from the city are all clearly Manchester City fans.
“I was surprised. All you hear about in Switzerland is Manchester United. But once I arrived in Manchester it soon became clear to me that all the fans in ths city wear blue and white.”