Not enough information on the borrower to give you a definite answer, but unless he buys and sales shares as a livelihood, or operates this company in some capacity then it's a personal investment and a consumer purpose loan. Review 226.3 and its Commentary for some additional guidance.
It would be no different then me buying stock in GM speculating a Federal bail out.
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The opinions expressed are mine and they are not to be taken as legal advice.