It you are just talking about noise contained within the source signal then yes, on your example the signal to noise ratio will increase with increased gain. It isn't a helpful increase though and one that could be achieved simply by reducing the bandwidth at a lower gain.
A 20dB increase in gain would increase both the signal and noise by 20dB but if the noise bandwidth reduces by a decade as well you will have less noise. You could achieve that bandwidth reduction in other ways.
The scenarios I was thinking of were transimpedance amplifiers where noise is often dominated by the feedback resistor and a single transistor amplifier where you can plot constant noise figure curves for a given input impedance and choose the optimum gain and operating conditions.
In general, increasing gain just to reduce bandwidth is not the best way of reducing bandwidth.
Keith