Your CPUs are probably set to max performance mode so they are never clocking down when idle. This should be something you can set in the BIOS. Otherwise there are a number of different Linux utilities you can use to set the CPUs to “battery saving” or “ondemand” modes that should scale down the CPU speed when idle.