Empirical Evaluation and Strategic Translation of the Core Emotion Framework: Psychometric Analysis and Optimization Roadmap

This study presents an empirical evaluation of the Core Emotion Framework (CEF), a psychological taxonomy organizing emotional and cognitive functioning into ten active operators across Head, Heart, Gut, and Integrator centers. Analyzing survey data from 100 participants facing real-world personal, professional, and relational challenges, the investigation measures situational clarity shifts, operator selection frequencies, domain-specific efficacy, and qualitative user feedback. Exposure to the CEF produced a statistically significant mean situation clarity increase from 4.69 to 5.31 out of 7.0 (p<0.001), with 56.0% of respondents explicitly reporting that the model helped them better understand their situation. While the framework demonstrates robust cognitive reframing capabilities in structured decision contexts such as career and education, efficacy decreases when applied to simple binary choices or acute personal crises. Strategic recommendations focus on standardizing abstract operator terminology, embedding step-by-step action guidance, and deploying adaptive pre-filters.