Argh!! I found this gigantic cave system last night. I started really exploring it this morning and there's no end to it.
I found tons of red dust, some iron, lots of gold and even a music disk in a dungeon. But then I opened into a room with a huge slime and it killed me and I lost everything :(
*edit* I've been exploring it for at least an hour and I'm still finding new areas.