From Dark Leader to Dark System: A Predictive Narrative Model of Leadership, Culture, and Institutional Consequence

This conceptual paper presents a predictive narrative model for examining how dark leadership develops from individual conduct into organizational and cultural systems. The framework originated in unpublished doctoral work begun by Francisco M. Martinez in 2017. The initial proposal was not accepted as the final dissertation direction, although the chair permitted the work to be published independently. The doctoral research later moved toward an analysis of On the Waterfront and dark leadership, and the model was further developed in a 2023 dissertation proposal. The paper examines dark leadership through personal traits, emotional pressure, follower interaction, organizational structures, cultural reinforcement, repeated decisions, and institutional consequence. It integrates qualitative coding, thematic analysis, discourse analysis, motivational response units, weighted variables, interaction measures, and Markov-style state transitions. The model treats prediction as conditional rather than deterministic. It proposes a Dark Leadership Index, weighted scoring procedures, interaction and resistance variables, and transition probabilities for tracing how coercion, fear, complicity, normalization, resistance, and reform unfold across narrative scenes and organizational states. The paper also explains how dark leadership can move beyond a single individual and become embedded in routines, norms, language, memory, hierarchy, and institutional practice. It provides one of the research foundations for the later Meta-Mythic Cognitive Model and Meta-Mythic Delphic Fiction.