Android Honeycomb Stock Email Font
My understanding is that the stock e-mail app sends mail in plain text only -- not HTML. Thus whatever client receives the message will render it in a default font for plain-text messages. For Outlook, that's apparently Times New Roman. (Courier New is another possibility.)

So your question might actually be "Can I send HTML e-mail from the stock Android app?"