But He does reveal Himself.
He reveals Himself in His son, Hebrews 1:2. He reveals Himself in His Word, 2 Peter 1:1 – 4. Further He has poured out His Spirit so that we can understand what He Has revealed about Himself, John 16:13.
If not for His grace in this, we would be clueless.