Method, science & sources

What the Whole Self is built on

In plain language — the method, the science, and where every question comes from.

The Whole Self doesn’t invent new psychology. It takes established, published research on how people work — solitude, the selves we show, how we bond, how culture shapes us, our inner life — and turns it into something you can actually do, with an AI guide (Selene) to reflect it back.

Three things happen under the hood. Your answers are scored by a fixed rule — no AI deciding your number. Your own words are read by a transparent method and compared with your answers, only to surface interesting tensions. And the AI is bounded — it phrases what the method found; it doesn’t diagnose, predict, or invent. Every question shows where it comes from in the science.

One honest line: this is a reflective tool grounded in validated research — not a clinical or diagnostic test. A high or low result describes a different way of being, not a better or worse one.

Built on established methods

None of this is invented from scratch. Each part of how Whole Self works rests on a recognised method in psychology — here’s what, and where it comes from.

1 · A private space, with no audience.

Whole Self is a room with no one watching. Selene doesn’t perform for you, keep score, or remember you between sessions. Reflecting and writing without an audience is a well-studied approach with real, measured benefits — an audience quietly changes what we’re willing to see in ourselves.

Sources: Pennebaker (1997), expressive writing; Kross & Ayduk (2011), self-distancing.

2 · The report is written, not judged.

Your results come from a fixed rule — no AI deciding your number. Selene only puts those findings into words, picks out your own quotes, and asks a question. It never decides what you’re like.

Sources: Reiter & Dale (2000), data-to-text generation; the long practice of validated tests turning scores into written reports.

3 · Questions in plain words, traced to the source.

We don’t copy the exact questions from validated tests. We write plain-language statements based on the published idea, and show you where each one comes from. That’s the normal first step of building any measure — we simply stop before claiming it’s a finished, validated test.

Sources: DeVellis (2016) and Clark & Watson (1995), on writing items from a construct.

4 · Comparing what you say with how you tell it.

The most interesting part: we compare your ratings with a transparent read of your own words, and where they point different ways, we ask about it — gently, as a question, never overruling you. Looking at the same thing two ways is a classic way to notice something neither view shows alone.

Sources: Campbell & Fiske (1959), comparing a trait across methods; McClelland et al. (1989) and Köllner & Schultheiss (2014), on how what we say and how we narrate can differ.

What’s new is putting these established pieces together into one free, private self-awareness tool — and that combination hasn’t been formally tested yet. We’re transparent about that, too.

The five dimensions, and the science behind each

Tap any one to open it.

Solitude — how you are when you’re alone STI

Looks at your relationship with being alone: whether you can sit with your own mind, stay steady without others around, and whether solitude feels meaningful or empty.

Key sources

Storr, A. (1988). Solitude: A Return to the Self.
Winnicott, D. W. (1958). The capacity to be alone.
Long, C. R., & Averill, J. R. (2003). Solitude: An exploration of benefits of being alone.
Nguyen, T., Ryan, R. M., & Deci, E. L. (2018). Solitude as an approach to affective self-regulation.
Coplan, R. J., & Bowker, J. C. (2014). The Handbook of Solitude.
Cacioppo, J. T., & Cacioppo, S. (2018). Loneliness — the contrast: what solitude is not.

Did you know? Winnicott’s most surprising idea: we learn to be comfortably alone as small children — by being alone in the presence of someone safe. The capacity for solitude is, in a sense, a gift left by good company.

In the book series: Urban Monasticism.

Persona — the selves you show PFI

How the self shifts across contexts — how much you read a room and adjust, how aware you are of the impression you make, how consistent you feel across roles, and where you feel most yourself. Variation is described, never graded — no push to “be more authentic.”

Key sources

Goffman, E. (1959). The Presentation of Self in Everyday Life.
Snyder, M. (1974). Self-monitoring of expressive behaviour.
Fenigstein, A., Scheier, M. F., & Buss, A. H. (1975). Public and private self-consciousness.
Linville, P. W. (1985). Self-complexity and affective extremity.
Donahue, E. M., Robins, R. W., Roberts, B. W., & John, O. P. (1993). Self-concept differentiation across social roles.
Hermans, H. J. M. (2024). Handbook of Dialogical Self Theory.

Did you know? The word persona is Latin for the mask an actor wore on stage. Two thousand years later, Goffman argued we’re all still performing — life as a kind of theatre, with front-stage and back-stage selves.

In the book series: Persona Continuum.

Belonging — how you bond with groups BTI

Belonging — how you bond with groups, read across four dimensions: category (the group as part of who you are), relational (bonds with the actual members), exchange (a place you earn and keep), and autonomous (belonging that preserves your freedom). From these, four configurations can emerge — fused, communal, transactional, and autonomous — describing the gifts and costs of each, not sorting you into a type.

Key sources

Baumeister, R., & Leary, M. (1995). The need to belong.
Tajfel, H., & Turner, J. C. (1986); Turner, J. C., et al. (1987). Social identity & self-categorization.
Prentice, D. A., Miller, D. T., & Lightdale, J. R. (1994). Common-identity vs. common-bond groups.
Swann, W. B., et al. (2012). Identity fusion.
Clark, M. S., & Mills, J. (1979). Communal relationships.
Blau, P. M. (1964); Fiske, A. P. (1992); Tönnies, F. (1887/1957). Social exchange / Gesellschaft.
Nguyen, T. V. T., Weinstein, N., & Ryan, R. M. (2022); Brewer, M. B. (1991). Autonomous belonging / optimal distinctiveness.

Did you know? Sociologist Ferdinand Tönnies coined Gemeinschaft (community) and Gesellschaft (society) in 1887 to describe two poles of human bonding — one rooted in natural will and shared identity, one in rational self-interest and exchange. More than a century later, researchers still find these poles in how people actually belong.

In the book series: Beyond Tribes.

Cross-Cultural — how movement shaped you CCI

Looks at how deeply, and how consciously, your sense of self has been shaped by living across cultures, languages, and places — and where “home” sits for you.

Key sources

Benet-Martínez, V., & Haritatos, J. (2005). Bicultural Identity Integration (the BIIS scale).
Searle, W., & Ward, C. (1990). Sociocultural adaptation (the SCAS).
Hong, Y., et al. (2000). Cultural frame switching.
Berry, J. W. (1997). Acculturation strategies.
Useem, R., & Pollock/Van Reken — the Third Culture Kid tradition.

Did you know? The term “third culture kid” was coined in the 1950s by sociologist Ruth Hill Useem, for children raised between cultures — at home in neither fully, and in a “third” culture of their own. Many bilingual people also report feeling like a slightly different person in each language.

In the book series: Fourth Culture / Identity Without Borders.

Inner Life — richness, curiosity, the voice within PRI

Four inner-life facets — psychological richness, curiosity, self-reflection & insight, and emotional granularity (how finely you tell your feelings apart) — each explored on its own. Your sense of life-as-a-story is drawn together later, in the synthesis, rather than scored here.

Key sources

Oishi, S., & Westgate, E. (2022). A psychologically rich life.
Kashdan, T. (2018). Curiosity and exploration.
Grant, A., Franklin, J., & Langford, P. (2002). The Self-Reflection & Insight Scale.
Barrett, L. F. (2017). How Emotions Are Made — emotional granularity.

Did you know? Psychologists now describe a third path to a good life — beyond happiness and meaning — called psychological richness: a life full of variety, interest, and perspective-change. And on the inner voice: research finds not everyone has a running inner monologue at all — minds are more different inside than we assume.

In the book series: The Whole Self.

The wider ecosystem

The Whole Self is one project within Living Literature — a small constellation of tools that bring rigorous, transparent methods to questions about identity and the inner life.

Living Literature Global Narrative Atlas (GNA) Whole Self (this site)

The five dimensions also map to a book series: Urban Monasticism · Persona Continuum · Beyond Tribes · Fourth Culture · The Whole Self.

These sources are real, peer-reviewed works and books; full citations are available on request, and each question in the instrument links to its specific source. The “did you know?” notes are written in plain language for general interest — verify against the original works for academic use. The Whole Self is a reflective instrument grounded in this research; it is not a clinical or diagnostic assessment, and not a substitute for professional care. If you’re struggling, please see Get support.