Consciousness is modeled in the Coherent Consciousness Framework (CCF) as an emergent information dynamic phenomenon arising from the interaction of three fundamental modes: the Physical Mode of Consciousness (PMC), the Entropic Mode of Consciousness (EMC), and the Integrative Mode of Consciousness (IMC). CCF formalizes these interactions through the geometry of the Integrative Information Flow (IIF) and a system of coupled nonlinear differential equations governing transitions among modes. A critical synergy parameter γ determines whether the system supports a stable IMC attractor, revealing a saddle node bifurcation at γ = γc that separates non integrative dynamics from integration dominant behavior. This structure provides a unified account of grounded sensorimotor experience, entropic dissolution, and cross temporal meaning making, and explains why transformative states require simultaneous PMC–EMC co activation. CCF introduces the Integrative Micro Signals (IMS) vector as the measurable output of the IIF, comprising modal dominance, curvature, integration index, and temporal coherence. IMS enables empirical operationalization through EEG, fMRI, entropy metrics, and cross frequency coupling. The framework further maps the canonical arc of the Hero’s Journey onto the geometry of the IIF, demonstrating that archetypal developmental sequences correspond to attractor transitions in the underlying dynamical system. In addition to the single agent formulation, CCF supports computational simulation through an agent based model (ABM) with heterogeneous parameters and configurable coupling topologies, enabling population level analysis of coherence propagation and modal dynamics. CCF generates falsifiable predictions, provides measurable signatures for empirical testing, and offers a mathematically rigorous, information theoretic model of conscious dynamics suitable for clinical, contemplative, and AI applications. While it does not address the metaphysical “hard problem,” CCF establishes a formal scaffold for next generation research on conscious state organization.