I say that it refers to the true God, because of the context. If we look ahead to John 1:14, we read:
“And the Word became flesh and dwelt among us, and we beheld His glory, the glory as of the only begotten of the Father, full of grace and truth.” (Joh 1:14 NKJV)
That verse wouldn't be true...