Dark output files - overcoming personal bias?

I 100% agree that you want to avoid highlight recovery. I recommend with digital images to take care of the highlights in the camera as you can do miracles with shadows later in the processing. However, brightening an underexposed picture increases the noise so I suggest exposure as bright as practical without blowing the highlights.