Unable to find "Java Preferences" under
Don't be surprised. The latest Java version update "2012-006" is actually uninstalling any java version you have.
All you have to do now is to download/install the newest Java from http://java.com:
Now, in order to configure it, you have to click on the Java icon under System Preferences: