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Glittering Generalities

Also Known As: Virtue Words Feel-Good Generalizations Buzz Words
Manipulation & Propaganda ID: glittering_generalities

Definition

Glittering generalities involve the use of vague, emotionally appealing words and phrases that sound positive and virtuous but carry no specific, verifiable meaning. Terms like 'freedom,' 'justice,' 'innovation,' and 'progress' evoke approval without committing the speaker to any concrete position or policy. The audience is expected to project their own positive associations onto these words, creating an illusion of agreement where none may exist.

Examples

A CEO announces: 'Our company is committed to innovation, excellence, and empowering communities. Together, we're building a brighter future driven by our core values of integrity and sustainability.' None of these terms are defined or tied to measurable actions.

A political candidate's campaign website states: 'I believe in freedom, fairness, and the limitless potential of every American. Together, guided by hope and courage, we will forge a path toward a more just and prosperous tomorrow.'

A new app's launch campaign declares: 'We're not just a platform — we're a movement. Rooted in authenticity and driven by purpose, we exist to connect, inspire, and transform lives across the globe.'

Verification Steps
Verification Steps
Binary yes/no questions that an AI must answer to detect a reasoning pattern in a text.
Each of the 452 aspects has verification steps — simple yes/no questions designed to systematically detect whether a pattern appears in a text. For ad hominem: "Does the argument attack a person rather than their claim?" For false dichotomy: "Are only two options presented when more exist?" This ensures consistent, reproducible analysis.

Binary (yes/no) questions an LLM must answer to identify this aspect:

  1. 1

    Does the text use vague, emotionally appealing words (freedom, justice, patriotism)?

    Type: binary
  2. 2

    Are these words used without specific supporting evidence or definition?

    Type: binary
  3. 3

    Is the audience expected to approve based on the positive associations alone?

    Type: binary
Deep Dive
The expandable detail section on each aspect page with examples, psychology, and counter-strategies.
The Deep Dive section provides in-depth information about each aspect: a real-world example showing the pattern in action, an explanation of why it works psychologically, practical advice on how to counter it, alternative names, and links to related aspects.