This is mainly because of the increased core voltage which typically accompanies any serious overclocking attempt. Power consumed by a CMOS circuit is a fairly linear function of frequency at a given voltage; but power consumption (and heat dissipation) increases according to the square of the supply voltage.
The years just pass like trains. I wave, but they don't slow down.
-- Steven Wilson