That is likely because the wind is hitting the rudder, which has a big surface, and imagine if the wind is coming from the right (seen from the cockpit) the tail of the plane will be pushed away to the left (as you expect), but since the frame is stiff, it pivots on the wheels and pushes your nose into the wind.
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