This follows the same logic as beta blocker use: Alcohol blocks stress pathways in the brain (which is why it relaxes people), so people who were drunk were in a condition in which the terrible event couldn't register fully in the brain in a way that would lead to PTSD.
CNN: Have you heard of a heart drug that also helps PTSD?