In ch.11 God's anger and resentment towards Israel is overwhelmed by his tenderness for them, while in ch.12 Hoshea turns his attention to the stories of Yaakov Avinu -an almost unique chapter for a navi to provide an interpretation to the stories of the Avot. Text can be found here: https://www.sefaria.org/Hosea.11
