There are forms of power that survive not because they are invisible, but because they are staged so well that people begin to doubt their own perception. Harm appears. Victims speak. Witnesses feel the distortion almost immediately. Yet the language surrounding the event shifts with chilling speed. Injury becomes complex. Domination becomes governance. Cruelty becomes a necessity. Protest becomes instability. The harmed are asked to explain themselves, moderate themselves, discipline themselves, and, eventually, blame themselves. This article offers a theory-building integrative analysis. It does not present a new single dataset or claim to establish causal closure across all domains. It proceeds through historical-functional translation, cross-domain synthesis, and structured comparison of symbolic, discursive, and institutional patterns. Harmful systems preserve legitimacy through a stable grammar of inversion: harm is normalized, victims are displaced, elites are insulated, language is neutralized, dissent is stigmatized, and trauma-coded symbols are mobilized to regulate fear, memory, and moral attention. At the center of this grammar lies pathological entitlement, understood not merely as a personality structure but as a generative and selective principle. Under favorable institutional conditions, it engineers the symbolic, narrative, and administrative conditions required for its own reproduction, elevates tolerance thresholds, punishes reciprocity, and preferentially retains actors adapted to asymmetry, impunity, and moral reversal. Trauma symbols and weaponized fragility form a crucial enforcement layer within this system. Real suffering and real vulnerability remain morally central, but under legitimacy pressure they can also be mobilized to suspend inquiry, redirect causality away from beneficiaries, and recode accountability as aggression. Exposure therefore does not necessarily weaken harmful systems. It often intensifies them through institutional gaslighting, shame discipline, selective disclosure, procedural fog, plausible deniability, and ironic deniability. A further claim concerns symbolic excess. Where plausible deniability alone would already suffice, the repeated reappearance of inversion-coded, sacrificial, humiliating, grotesque, or child-targeted symbolic repertoires indicates surplus-signaling: a recurrent attraction to domination, desensitization, and boundary exemption rather than mere concealment. Its broader contribution is to show that this grammar travels across domains too often studied in isolation, including sexual violence, warfare, propaganda, elite patronage, academic gatekeeping, and political discourse. What appears as an occult aura of untouchable power resolves into a repeatable architecture of symbols, shields, incentives, and behavioral scripts, with varying intensity and scale.