For anyone looking for a simple javascript explorable explanation of this you can quickly download and run in a browser, I just found the following GitHub Project.
Demo:
http://turbomaze.github.io/word2vecjson/
Code:
https://github.com/turbomaze/word2vecjson
The code looks pretty straightforward so I look forward to exploring this playground of a new and fascinating concept.