Some do some don't. No preamp will "color" the sound like that cheap pc soundcard you are using, though.
Erockrazor gave good advice. Spend $80-$150 on a decent prosumer Soundcard (M-Audio Audiophile, e.g.) and your recordings will get 400% better. And yes, then get a decent preamp like the...