Klaus and Caroline Are Married With Children Who they had with different people lizzie and josie are caroline and their father stefan's kids while hope is klaus and hayley's daughter. hope and the twins don't get along and never had since they were kids but everything changes now that their teenagers and they have to get along for the sake of their parents.