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To be honest, I kinda like the female lead. She's not as perfect and smart for a reincarnated one with knowledge of the story or setting she got reincarnated but she's pure and cute and caring... it's actually refreshing. If I were in her shoes I'll probably be afraid of the Duke too at first. Give her time, she'll realize things soon.
And if you hate her that much...you always has a choice to not read this.
I don't know but...