The patient developed fever and hypotension shortly after receiving blood products for variceal bleeding. This presentation is most consistent with transfusion-related acute lung injury (TRALI), which typically occurs within 6 hours of transfusion and involves rapid onset hypoxemia, hypotension, and bilateral pulmonary infiltrates due to an inflammatory reaction in the lungs.