Why is her first thought to kill him? She should try to be friends with him first, then only attempt murder if he actually becomes a concubine. The emperor is so fickle, there's no guarantee his eunuch lover would stay in his favor for long. And if she does succeed in killing him, she would probably be punished, or worse.