This collaborative research project between Konkuk University and Emory University focuses on developing dependable conversational agents by systematically enhancing both rational and emotional intelligence in large language models. The project aims to identify neural regions responsible for manifesting these intelligences, develop parameter editing technologies for independent enhancement, and create integrated optimization techniques. Throughout the project, we will demonstrate practical applicability of enhanced small-scale language models across various domains requiring both logical reasoning and empathetic interaction.