Where can I find Glowstone in MineCraft?

My Nether portal screwed up and it just took me to a cave with only like 5 Glowstone Blocks. There's no more Glowstone and I need more. Wpuld I be able to make a new portal to Nether and end up somewhere else? Or will I just go to that same spot?

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