Minecraft making creepy noises?

I was playing minecraft a while back and it made these creepy like suspenseful noises you would hear in a horror movie or something. Nothing else on my computer was open, so I know it was the game. Is it supposed to do that, or was I just hearing stuff? It's not a big deal, just wondering what it might have been.

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