Jesus did not define the kingdom as being in the hearts of the Pharisees or anyone else. The kingdom is an objective reality when the King is present.
To those who rejected Him, righteousness would one day appear as a terrible justice; to the sinful men who accepted Him and allied themselves to His life, righteousness would show itself as mercy.