Sounds promising to me. I had the same question recently... Wikipedia confirms that vellus hairs transform into terminal hairs in the presence of androgenic hormones. See: http://en.wikipedia.org/wiki/Androgenic_hair
Please let us know what you find over the next weeks and months.
Best