I would use built in JSON support, it's much more flexible.
But ... if you must use a Regex, you could try:
(?<=\"THE_KEY\"\s*:\s*\").+?(?=\")
If you are going to play with regular expressions, then get a copy of
Expresso[
^] - it's free, and it examines and generates Regexes.