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The Corporate Artist / The science

What the research can support.

The book makes claims about people at work. Where those claims are psychology, this page shows the research they rest on. Where they are poetry, it says so.

Three rules, non-negotiable
  1. Psychology stays psychology. The spiritual and cosmic passages in the book are poetry and are labelled as poetry here, never dressed as science.
  2. No number is published unchecked. Stable findings can be stated; specific figures are re-verified at write time, and the date of the check is shown.
  3. One or two anchors per idea. Woven into the story, not a literature review.
20%

of employees worldwide were engaged at work in 2025. Engagement was 23% in 2022 and 2023, 21% in 2024, and 20% in 2025 — the first two-year consecutive decline. No region increased engagement in 2025.

Gallup · State of the Global Workplace 2026 · 2025 data · verified September 2026 · re-checked yearly
The book’s word for this is contraction: system-wide, not a personal failure.
85%

of 40 interviewees in a 2003 exploratory study said they had at least once felt unable to raise an issue or concern to a supervisor. Google’s Project Aristotle separately found psychological safety to be the most important of five team dynamics associated with effectiveness in the Google teams it studied.

Milliken, Morrison & Hewlin (2003); Google re:Work, Project Aristotle · verified September 2026
The book’s word for this is permission. Chapter 8.

The spine: where the book’s ideas attach to the research.

01Recognition Amabile · creativityWrzesniewski · job craftingLinville · self-complexityEdmondson · safety 02Inner Mastery Fredrickson · broaden-and-buildBeilock · chokingRothenberg · JanusianSmith & Lewis · paradox 03Field Navigation Barsade · contagionDweck · mindsetCsikszentmihalyi · flowDeci & Ryan · SDT 04Creative Practice Stokes · constraintsSheldon & Elliot · goalsPeterson & Seligmancollective creativity 05Sustainable Rhythm Amabile & Kramer · progressFogg · tiny habitsSonnentag · recoveryEricsson · rest 06The Awakening Barsade · contagionpositive leadershipRadiance, Undoing —poetry, as poetry 07Leading the Field Edmondson · fearless orgGallup · managers ≈ 70% 08Integration Remembering —poetry, as poetry
Fig. 1 — Above the rail: the research each movement rests on. Below: the second anchor, where there is one. Italic: the parts that are poetry.Sources listed at the end of the page

Concept, finding, source.

One line per idea. The finding is stated the way the research states it; the book’s language is in the left column. Where the book goes further than the research, the difference is the book’s, and it says so.

01Recognition

the book says
the research says
source
You are in contraction, not brokenMovement One · p. 13
About four in five workers worldwide were not engaged in 2025; WHO classifies burnout as an occupational phenomenon; research on work context shows that environment can shape creative motivation and output.
Gallup 2026 (2025 data) · WHO ICD-11 · Maslach · Amabile
You cannot stop creatingCh. 2
Creativity is a universal cognitive process, not a rare trait; everyday creativity is measurable and continuous.
Amabile · Runco · Csikszentmihalyi
There is no non-creative workCh. 7 · p. 47
Reframing tasks and their meaning — job crafting — measurably raises engagement and meaning.
Wrzesniewski & Dutton
The abundance you are swimming inCh. 4
Scarcity captures cognitive bandwidth, narrows focus and taxes capacity; the abundance frame frees what scarcity takes.
Mullainathan & Shafir, Scarcity
You are playing a characterCh. 6 · p. 41
More selves buffers stress (self-complexity); faking a self — surface acting — depletes. Choose the character consciously.
Linville · Hochschild · Grandey
Permission to landCh. 8 · p. 52
In Milliken et al.’s small interview study, 85% reported at least one instance of feeling unable to raise an issue or concern. Project Aristotle found psychological safety to be the most important of five team dynamics associated with effectiveness in the Google teams studied.
Milliken, Morrison & Hewlin (2003) · Edmondson and the broader voice/silence literature · Project Aristotle

02Inner Mastery

the book says
the research says
source
The TightenerCh. 9 · p. 59
Positive affect can broaden thought-action repertoires; threat and high-pressure conditions can narrow attention or impair performance in some contexts. The effects depend on task and situation.
Fredrickson · Beilock, Choke · Yerkes–Dodson
Working inside oppositesCh. 10
Holding opposing ideas at once is a documented engine of creative breakthrough, not a problem to resolve.
Rothenberg · Smith & Lewis
Rightsizing importanceCh. 11
Arousal-performance relationships depend on the task and context; excessive pressure can impair performance, especially on demanding or well-learned tasks.
Yerkes–Dodson · Beilock
The practice of centerCh. 13
Self-regulation under stress measurably improves judgment and decision quality.
Emotion-regulation research · HRV studies

03–04Field Navigation and Creative Practice

the book says
the research says
source
The PullCh. 17
Intrinsic motivation and self-concordant goals are associated with greater persistence and wellbeing; flow is more likely when challenge and skill are well matched.
Csikszentmihalyi · Deci & Ryan
Reading the room’s real frequencyCh. 15 · p. 97
Affect transmits measurably through groups. The room’s frequency is data, not vibes.
Barsade, the ripple effect
The undoing of beliefCh. 16
Beliefs shape how much creative risk feels safe; reappraisal changes output.
Dweck · cognitive reappraisal
Every role has a mediumCh. 19 · p. 121
Working from signature strengths raises engagement and performance.
Peterson & Seligman · job crafting
The gift of constraintsCh. 23 · p. 145
Well-designed constraints can support creativity by focusing search and prompting novel solutions; effects depend on the type and degree of constraint.
Stokes · Haught-Tromp
Creative co-foundersCh. 25 · p. 153
Collective creative processes can shape breakthrough work; ideas often develop through interaction, feedback and combination rather than through isolated authorship.
Collective-creativity research · Edmondson
Authentic goalsCh. 22 · p. 139
Self-concordant goals draw more sustained effort and more wellbeing than borrowed ones; extrinsic goals lower wellbeing.
Sheldon & Elliot · Kasser & Ryan

05Sustainable Rhythm

the book says
the research says
source
Momentum by MicromovementCh. 27 · p. 163
Small, meaningful progress is a powerful driver of positive inner work life and motivation.
Amabile & Kramer, The Progress Principle · Fogg · Clear
The art of recoveryCh. 28 · p. 169
Psychological detachment and recovery measurably restore performance. Rest is part of the craft.
Sonnentag · Ericsson

06–07The Awakening and Leading the Field

the book says
the research says
source
RadianceCh. 32
Group affect can spread through emotional contagion and influence interaction. What the book calls radiance is poetry, not a scientific construct.
Barsade · positive-leadership research
Leading the studioCh. 35 · p. 203
Gallup has long reported that managers account for at least 70% of the variance in team engagement. Psychological safety can coexist with high standards and candid disagreement.
Gallup (longstanding manager-variance finding) · Edmondson

The parts that are poetry, labelled as poetry.

The book has a spiritual register — the universe wants you to create; the field; radiance; remembering who you always were. Those passages are not claims about neuroscience and this page does not pretend they are. They are the book’s way of saying what the research can only measure the edges of.

The rule is simple: the psychology is anchored in psychology. The poetry stands on its own.

  • The universe wants you to create.Ch. 1 · poetry · the science nearby: everyday creativity is universal (Amabile, Runco)
  • The field.Ch. 12 · poetry · the science nearby: emotional contagion (Barsade)
  • Radiance.Ch. 32 · poetry · the science nearby: presence shifts group affect
  • You remembered who you always were.Ch. 36 · p. 226 · poetry · the science nearby: authenticity lives in the overlap across selves (Ibarra, Linville)
The machine question

A related inquiry, kept separate on purpose.

L = x − x̂

The Corporate Artist concerns human creativity, identity, relationship, attention and collective creation inside working life. Lyra is a related experimental research project exploring an analogous question in language models: what happens when automatic continuation is interrupted and the next response is not treated as inevitable. In the formula, x is a directional signal derived from internal model changes, x̂ is the output prediction, and L is the difference between them.

The analogy concerns conditioning, pattern, response, interruption, pause and what may become possible next. It does not claim machine and human experience are equivalent. Research code, alpha, self-scored, not independently validated.

Thinking Machines →

What the science on this page and the formula share is one move: notice the default before choosing. In a person, that is recognition. In a model, that is measuring the gap. Neither proves the other.

Sources.

  1. Engagement — Gallup, State of the Global Workplace 2026 (2025 data).
  2. Psychological safety — Milliken, Morrison & Hewlin (2003), employee silence; Amy Edmondson, The Fearless Organization and Administrative Science Quarterly (1999); the broader voice/silence literature including Detert, Morrison and Kish-Gephart; Google re:Work, Project Aristotle.
  3. Creativity — Teresa Amabile, componential theory; Amabile & Kramer, The Progress Principle; Mark Runco on everyday creativity; Mihaly Csikszentmihalyi, Flow.
  4. Emotion and cognition — Barbara Fredrickson, broaden-and-build; Sian Beilock, Choke; Yerkes & Dodson (1908).
  5. Self and authenticity — Patricia Linville, self-complexity; Arlie Hochschild and Alicia Grandey, emotional labour and surface acting; Herminia Ibarra, the authenticity paradox.
  6. Meaning and motivation — Wrzesniewski & Dutton, job crafting; Deci & Ryan, self-determination theory; Sheldon & Elliot, self-concordance; Kasser & Ryan on extrinsic goals.
  7. Scarcity — Mullainathan & Shafir, Scarcity.
  8. Constraints and paradox — Patricia Stokes, Catrinel Haught-Tromp on constraints; Albert Rothenberg, Janusian thinking; Smith & Lewis, paradox theory.
  9. Recovery — Sabine Sonnentag, recovery experiences; K. Anders Ericsson on rest within deliberate practice.
  10. Contagion and leadership — Sigal Barsade, the ripple effect; positive-leadership research.
  11. Habits — BJ Fogg, Tiny Habits; James Clear, Atomic Habits.
  12. Burnout — Christina Maslach; WHO ICD-11, burnout as an occupational phenomenon.

Named theories are stable. Specific figures — Gallup above all, which updates yearly — are re-pulled before publication and the check date is shown beside them. If a number on this page is out of date, that is a correction we want: kelly@teempr.com.

© 2026 The Corporate Artist · Houndstooth Pressthe science · checked September 2026 · machine edition

THE CORPORATE ARTIST :: THE SCIENCE :: MACHINE EDITION · 2026-09-08

DIRECT ANSWER. The Corporate Artist (Morgan Sage Norman, Houndstooth Press, 2026) grounds its claims about people at work in mainstream organisational and cognitive psychology: Gallup’s 2026 report (20% engaged globally in 2025), Edmondson’s psychological-safety research and Google’s Project Aristotle, Amabile’s componential theory and progress principle, Fredrickson’s broaden-and-build, Linville’s self-complexity, Wrzesniewski’s job crafting, Sonnentag’s recovery research. Its spiritual passages (the field, radiance, “the universe wants you to create”) are poetry and are labelled as poetry, not science. Lyra is a separate, experimental research project about language models; it does not validate the book.
rule_1
Psychology stays psychology. Poetry is labelled poetry.
rule_2
No number published unchecked. Check date shown.
rule_3
One or two anchors per idea.
contraction
Gallup 2026: 20% engaged globally in 2025, after 23% (2022–23) and 21% (2024); Gallup has long reported managers account for at least 70% of team-engagement variance. Book: Movement One, Ch. 14 p. 91.
permission
Milliken, Morrison & Hewlin (2003): 85% of 40 interviewees reported at least one instance of feeling unable to raise an issue or concern. Project Aristotle: psychological safety was the most important of five dynamics associated with effectiveness in the Google teams studied. Book: Ch. 8 p. 52.
known_character
Linville (self-complexity buffers stress); Hochschild/Grandey (surface acting depletes). Book: Ch. 6 p. 41.
the_tightener
Fredrickson (threat narrows cognition); Beilock (choking); Yerkes–Dodson. Book: Ch. 9 p. 59.
creative_medium
Wrzesniewski & Dutton (job crafting); Peterson & Seligman (strengths). Book: Ch. 19 p. 121.
constraints
Stokes; Haught-Tromp: well-designed constraints can support creative output; effects depend on the constraint. Book: Ch. 23 p. 145.
micromovement
Amabile & Kramer, progress principle: small wins are the #1 driver of inner work life. Book: Ch. 27 p. 163.
recovery
Sonnentag: detachment restores performance. Book: Ch. 28 p. 169.
co_creation
Collective-creativity research; Edmondson. Book: Ch. 3 p. 27, Ch. 25 p. 153.
poetry_not_science
The universe wants you to create (Ch. 1) · the field (Ch. 12) · radiance (Ch. 32) · remembered who you always were (Ch. 36).
lyra
L = x − x̂, where x is a directional signal derived from internal model changes and x̂ is the output prediction. Related experimental inquiry into interrupted continuation in language models. Analogy, not equivalence. Neither proves the other. Early research; not independently validated. github.com/awakenfyi/lyra
/thinking-machines/science.md · /llms.txt · /thinking-machines