Kamala Harris

Performed authenticity

AI detected as: Manufactured Authenticity

The deliberate construction of "realness" — confessional tone, casual filming, strategic vulnerability — designed to lower your guard. When someone appears unpolished and honest, you evaluate their claims less critically. The spontaneity is rehearsed.

Goffman's dramaturgy (1959); Audrezet et al. (2020) on performed authenticity

Pathos

AI detected as: Emotional Anchoring

Appealing to your emotions — fear, joy, anger, sadness — to make an argument feel compelling. Rather than persuading through evidence, it works by putting you in an emotional state where you're more receptive. The emotion becomes the proof.

Aristotle's Rhetoric; Kahneman's System 1 processing

Responsibility reframing

AI detected as: Narrative Reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

Responsibility reframing

AI detected as: Narrative Reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

Parasocial leveraging

AI detected as: Relatability Signaling

Leveraging the one-sided emotional bond you form with creators you watch regularly. Because you feel like you "know" them, their opinions carry the weight of a friend's advice rather than a stranger's. Creators can monetize this by blurring genuine sharing with paid promotion.

Horton & Wohl's parasocial interaction theory (1956); Reinikainen et al. (2020)

Empathy elicitation

Using vivid personal stories to make you feel what a specific person is experiencing. By focusing on one individual's struggle, it overrides your ability to evaluate the broader situation objectively. A single compelling story can be more persuasive than statistics about millions.

Batson's empathy-altruism hypothesis (1981); identifiable victim effect (Schelling, 1968)

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Social proof

AI detected as: Social Proof As Legacy Construction

Presenting the popularity or consensus of an opinion as evidence that it's correct. When you see many others have endorsed something, it feels safer to follow. This shortcut can be manufactured — fake reviews, inflated counts, and cherry-picked polls all simulate consensus.

Cialdini's Social Proof principle (1984); Asch conformity experiments (1951)

Moral framing

Presenting a complex issue with genuine tradeoffs as a simple choice between right and wrong. Once something is framed as a moral issue, compromise feels like complicity and disagreement feels immoral rather than reasonable.

Haidt's Moral Foundations Theory; Lakoff's framing research (2004)

Pathos

Appealing to your emotions — fear, joy, anger, sadness — to make an argument feel compelling. Rather than persuading through evidence, it works by putting you in an emotional state where you're more receptive. The emotion becomes the proof.

Aristotle's Rhetoric; Kahneman's System 1 processing

Responsibility reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

Parasocial leveraging

Leveraging the one-sided emotional bond you form with creators you watch regularly. Because you feel like you "know" them, their opinions carry the weight of a friend's advice rather than a stranger's. Creators can monetize this by blurring genuine sharing with paid promotion.

Horton & Wohl's parasocial interaction theory (1956); Reinikainen et al. (2020)

Social proof

Presenting the popularity or consensus of an opinion as evidence that it's correct. When you see many others have endorsed something, it feels safer to follow. This shortcut can be manufactured — fake reviews, inflated counts, and cherry-picked polls all simulate consensus.

Cialdini's Social Proof principle (1984); Asch conformity experiments (1951)

Performed authenticity

The deliberate construction of "realness" — confessional tone, casual filming, strategic vulnerability — designed to lower your guard. When someone appears unpolished and honest, you evaluate their claims less critically. The spontaneity is rehearsed.

Goffman's dramaturgy (1959); Audrezet et al. (2020) on performed authenticity