Why do preamplifiers have so many capacitors?

Saw the inside of a preamplifier, a higher model, and it had 8 to 12 capacitors. I know they are used to store Power and may regulate impedance. Are they dedicated to individual segments of the frequency curve or is it simply storing all the power to power dynamic needs of an amp whenever it's needed.  And some capacitors were bigger than others.