'Aishah (May Allah be pleased with him) reported:
The Quraish were much worried about the case of a Makhzumiyah woman who had committed theft and wondered who should intercede for her with Messenger of Allah (ﷺ) (so that she would not get punished for her crime). Some said Usamah bin Zaid (May Allah be pleased with him) was his beloved and so he may dare do so. So Usamah(May Allah be pleased with him) spoke to him about that matter and the Prophet (ﷺ) said to him, "Do you intercede when one of the legal punishments ordained by Allah has been voilated?" Then he got up and addressed the people saying, "The people before you were ruined because when a noble person amongst them committed theft, they would leave him, but if a weak person amongst them committed theft, they would execute the legal punishment on him. By Allah, were Fatimah, the daughter of Muhammad, to commit the theft, I would have cut off her hand."[Al-Bukhari and Muslim].
Arabic/English book reference: Book 1, Hadith 651