SOLVED! Finally. All I had to do was download and install OpenSSL myself. Below is the link I used to download OpenSSL. I first uninstalled OpenVPN, restarted, installed OpenSSL, installed OpenVPN, and followed the normal procedures to create keys.
http://slproweb.com/products/Win32OpenSSL.html
Hope this helps somebody!