If I remember correctly, the Time of Concentration is the time it takes for a unit of runoff water to travel from the farthest reach in a drainage area to the outfall of the drainage area. So, as that time of concentration increases for particular drainage area and storm, the peak flow goes down. There is the same volume of runoff flowing slower through the drainage area, therefore the peak flow is lower.
Please refer to any hydrology text to confirm this.