Step 1: Build the timeline. The key data are heavy chronic drinking, abstinence for roughly three days, and now an acutely confused, tremulous, sweating patient. The 2 to 4 day window is the hallmark interval for the most dangerous withdrawal state.
Step 2: Apply the diagnosis. This picture, global confusion plus autonomic overdrive, is delirium tremens (alcohol withdrawal delirium), the gravest expression of ethanol withdrawal.
Step 3: Explain the neurochemistry. Long-term alcohol turns up $GABA$ inhibition and dampens $NMDA$ excitation. When the alcohol is removed, the brain is left under-inhibited and over-excited, generating tremor, sweating, fast heart rate, anxiety, and possibly seizures.
Step 4: Discard the alternatives. Korsakoff psychosis is a thiamine-deficiency memory disorder without acute autonomic storm; post-acute withdrawal and discontinuation syndromes lack the florid delirium seen here.
\[\boxed{\text{Delirium tremens}}\]