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Carefully pick up the key (if it doesn't emit evil energy), then open the eastern door, check the corridor, and walk down it.
Then we'll come back if needed. This was most likely a random palace guard. And it's more convenient to explore the palace along the perimeter than randomly. Especially now that we've found the key.