All electronic components produce some electrical noise. At high frequencies, amplifier noise is governed by circuit resistors in the form of Johnson Thermal or white noise. Low frequency noise is governed by transistors and other active components in the form of 1/f noise. This is why the noise is higher at very low frequencies, slopes down and becomes flat at high frequencies.