We show both theoretically and experimentally that fluctuations of a w
eak probe beam are increased above the coherent-state shot-noise level
as the beam interacts with a strong degenerate pump beam in an atomic
vapor. The origin of this noise amplification process is the two-beam
-coupling process between the pump beam and the vacuum sidebands of th
e probe beam, The major contribution to this excess noise arises from
the quantum fluctuations of the atomic medium that are induced by the
pump beam. We believe that this mechanism can be important in preventi
ng the reduction of noise below the quantum-noise limit in experiments
that utilize atomic vapors.