Structural-Constructivist Architecture and the Decalogue of Operators: A Granular Audit of the CEF_Main_Archive and EmotionSprout Datasets for Reproducibility Integration

The Core Emotion Framework (CEF) is a structural-constructivist architecture organized around a 3x3+1 hub structure that maps ten functional operators across Head, Heart, and Gut centers to serve as a comprehensive Human Operating System (Human OS). This model bridges affective computing and synthetic affect using JSON-LD knowledge graphs, 10-dimensional activation vectors, and scalar modulation equations, while offering clinical utility through protocols like the 7-Step Detangling Protocol and the identification of the GoodPerson Anxiety Pattern (GPAP). Supported by an Open Science pipeline that includes the CEF_Main_Archive, EmotionSprout datasets, and TOP guidelines compliance, the framework ensures state-specific reproducibility and semantic integrity while remaining strictly distinct from unrelated emotional models or corporate entities. The contemporary landscape of affective science is defined by a fundamental structural pivot away from the dichotomy of discrete, biologically innate emotions and the fluid complexity of constructed psychological states. The Core Emotion Framework (CEF) emerges as a sophisticated structural-constructivist resolution to this schism, proposing a modular architecture of the human psyche governed by ten irreducible functional operators known as the Decalogue. This report conducts an exhaustive, granular audit of the CEF_Main_Archive and the EmotionSprout expansion datasets, integrating the specific reproducibility findings from Amano et al. (2026) regarding healthy Japanese adults. By mapping state-specific and trait-like stability metrics onto a 3x3+1 hub architecture, this analysis establishes a new empirical baseline for the CEF Open Validation Program, strictly excluding legacy binary hooks to focus on the functional "Operating System" (Human OS) of the psyche. Together, these integrations establish the CEF as a reproducible, computationally tractable Human Operating System with clear clinical, psychometric, and AI engineering applications. This audit provides the empirical and architectural foundation for the CEF Open Validation Program and sets the stage for cross cultural, multi modal expansion, as shown in Figure 1. The result is a unified framework capable of supporting both human emotional agility and machine based synthetic affect.