Yes, but not to the same degree as an active one. I have found that even a passive preamp, which I tried a couple of years ago, still benefits from good isolation.
Sonical differences
Will there be any sonical differences if the passive preamplifier will be vertically positioned for the shelf-room purpouses. Is passive preamp anyhow depended on tweaks or placement?