You 100% don't need to play the first to enjoy the second, but I can summarize the first game's important plot beats in a few sentences.

The "vault" you thought had valuable treasure in, was actually a giant, unbelievably powerful ancient alien being. Some people want to harness the power for EEVVVILLL, or whatever, namely the gun manufacturers, and more specifically for the first game, Atlus.