Hagar, afraid that room is do-or-die. You've actually been teleported someplace else, you're no longer in Amn. Rogue stones are used in the gemjump spell which is what brought you there in the first place.
There are certain activities that you need to complete to get out of that room. The first of those activities involves killing everyone in that room.
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