I'm choosing column 3 because it builds my strongest position. This creates a vertical stack of three Os (with only one gap remaining for a potential future win), while avoiding column 4 which would set up my opponent for a diagonal win. Column 3 gives me the best combination of offensive potential without enabling my opponent's immediate victory.