The Biur Behalacha 695:2 explains that we drink because all the great miracles happened through drinking. First, Vashti was killed because of drinking as we see when Achashverus became sober he regretted what he did. Haman was decreed to be hanged at the meal , where their drinking most probably encouraged it.
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