http://www.faceresearch.org/demos/average
First compile your favorite preferred-gender faces.
Then you're least-favorite preferred-gender, favorite-other, and least-favorite other.
*Thanks to Galen for starting this via facebook. I realized it was good thread material when he pointed out that polikujm's female looked more extroverted than his female.