Steve Zafeiriou (b. 1998, Thessaloniki, GR) is a New Media Artist, Technologist, and Founder of Saphire Labs. His practice investigates how technology can influence, shape, and occasionally distort the ways individuals perceive the external world. By employing generative algorithms, electronic circuits, and interactive installations, he examines human behavior in relation to the illusory qualities of perceived reality, inviting observers to reconsider their assumptions and interpretations.

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DIY motion capture system utilizing an ESP32 microcontroller and an MPU6050 sensor, designed for real-time movement tracking and inertial measurement applications.

Behavior Over Identity: Why Actions Tell the Real Story

Walk into any gallery or interactive installation and watch closely.

One person hugs the wall and drifts along the perimeter. Another bee lines toward the brightest object in the room.

A child circles a sculpture three times, then reaches out and touches it.

Two people stand at an interactive element, silently negotiating who goes first.

None of this is on a demographic form.

All of it is behavior.

Across philosophy, psychology, human–computer interaction (HCI), and interactive art, a shared idea keeps appearing:

If you want to understand someone, study what they do in context, not the identity labels on their paperwork.

Demographics shape experience, yes. But they rarely tell you:

  1. how someone will move,
  2. what they’ll explore,
  3. when they’ll hesitate,
  4. or how they’ll play.

Behavior, embodied, situated, unfolding moment by moment, is where meaning leaks out into the open.

This piece pulls together the many “dimensions of human behavior” models across disciplines.

Some talk about three dimensions, others four, five, six, or seven.

Instead of arguing over which one is “right,” we’ll treat them as different lenses on the same human game.

Then we’ll apply this to museums, interactive art, and digital design to show why behavior first thinking leads to more inclusive, insightful, and humane experiences.

Dimensions of human behavior: Spatial Existance by Steve Zafeiriou, generative artwork
Dimensions of human behavior: Spatial Existance by Steve Zafeiriou, generative artwork

Why There Are So Many Models

Everyone wants the magic number: “The three dimensions of behavior”. “The four dimensions”. “The five / six / seven dimensions”.

The hunt for a tidy framework is understandable.

The problem? These models weren’t built for the same jobs.

Different fields zoom in on different parts of human life:

  1. Psychology organizes internal states.
  2. Education focuses on whole person development.
  3. Social work emphasizes systems and environments.
  4. Personality science parses stable tendencies over time.
  5. Design fields pay attention to immediate, situated action.
  6. Philosophy asks what it all means in lived experience.

Each model slices reality to make it legible. None of them capture the whole.

So instead of picking a winner, it’s more useful to ask:

What does this framework reveal that others miss?

That’s a high agency way to use models: as tools, not as religions.

DarkTales by Vandalo Ruins - Public Archive Installation developed by Steve Zafeiriou, displayed at ALEF Festival
Dimensions of human behavior: Dark Tales by Vandalo Ruins – Public Archive Installation developed by Steve Zafeiriou, displayed at ALEF Festival

The Classic Three: Thought, Feeling, Action

A simple and popular starter model breaks human behavior into three basic dimensions:

‘The Decline of Attention Span’ by Steve Zafeiriou showing fragmented visual streams, blurred focus lines and a minimalist design reflecting shrinking cognitive attention in the digital age
Dimensions of human behavior: The decline of Attention Span in the digital age

1. Cognition / Thinking

How we interpret the world:

  1. perception
  2. interpretation
  3. expectations
  4. mental models
Understanding Human Behavior: Three individuals lying on a white background, connected closely in an artistic black-and-white composition, symbolizing human connection and emotional interaction.
Dimensions of human behavior

2. Emotion / Feeling

How the world lands in our body:

  1. curiosity
  2. frustration
  3. joy
  4. hesitation
High-resolution photograph capturing a detailed view of the installation shot ‘DSC_0411’ showing contemporary art-tech exhibition lighting and mixed media elements within a clean gallery space
Dimensions of human behavior

3. Action / Doing

What others can actually see:

  1. movement
  2. gestures
  3. attention
  4. participation

Why this triad is so sticky: it mirrors how we experience reality.

We interpret → we feel → we act.

In a gallery, it might look like this:

  1. A visitor sees an object.
  2. They feel intrigued or uncertain.
  3. They act by approaching, avoiding, or circling.

But there’s a missing piece: behavior doesn’t float in a vacuum.

Context isn’t optional; it’s the container.

Immersive digital art scene illustrating the idea that perception is not reality, showing shifting light and sensory distortion inside an interactive installation.
Dimensions of human behavior

The Four Dimensions: Bringing in Bodies, People, and Places

To get closer to reality, many frameworks add more layers around that triad. A common four-part version looks like this:

1. Biological / Embodied

How the body shapes action:

  1. mobility
  2. sensory processing
  3. fatigue
  4. posture

2. Psychological

Internal processes:

  1. cognition
  2. emotion
  3. memory
  4. attention
  5. motivation

3. Social / Relational

How behavior changes with company:

  1. alone vs pairs vs groups
  2. social pressure
  3. unspoken rules

4. Environmental / Situational

How the world nudges behavior:

  1. space and architecture
  2. lighting and sound
  3. signage and affordances

In museums, this lands hard.

The same person behaves one way in a silent, minimalist gallery and another way in an interactive sound installation.

Their identity didn’t change between rooms.

The system around them did.

Behavior is a live dialogue between person and place.

Close-up of ESP32-S3 1.69 inch display powered on, showing a graphics demo on TFT screen with visible wiring and tools in background
Dimensions of human behavior: Steve Zafeiriou designing behavior first interaction

Extended Models: Five, Six, and Seven Dimensions

If you zoom out even more, different fields extend the dimensions to capture more subtle or long-term aspects of behavior.

Five Dimensions

Common in education and developmental psychology:

  1. Physical
  2. Emotional
  3. Cognitive
  4. Social
  5. Spiritual or ethical

This is “whole person development” and meaning making. It asks not just how people behave, but what they’re growing toward.

Six Dimensions

Often used in ecological or social work frameworks:

  1. Biological
  2. Psychological
  3. Social
  4. Cultural
  5. Environmental
  6. Life course / time

Here the focus is on systems and lifespan trajectories, how behavior is woven into culture, environment, and time.

Seven Dimensions

Appears in personality and life development theories:

  1. Thought
  2. Emotion
  3. Behavior
  4. Social interaction
  5. Motivation
  6. Environment
  7. Meaning or values

As the list grows, we’re not adding random items. We’re naming more of what clearly shapes action.

The important point:

The “right” number of dimensions is less important than what each model helps you see.

They’re not competing truths; they’re different maps of the same territory.

AI Generative Art: Using MediPipe Body Tracking For Projection Mapping
Dimensions of human behavior: Using Machine Learning for Motion Capture to study body dynamics.

A Behavior First Framework for Museums, Art, and HCI

If your world is interaction, museums, digital experiences, responsive art; you don’t primarily need to know who people are.

You need to know what they do in key moments.

So here’s a unified behavior first model built for those spaces. It focuses on five interdependent dimensions that you can actually observe:

1. Attention & Curiosity

How people explore:

  1. gaze direction
  2. movement paths
  3. scanning vs fixating
  4. where they pause

2. Choice & Agency

Micro decisions that reveal priorities:

  1. what they touch
  2. where they stand
  3. whether they interact
  4. how deeply they engage

3. Emotion & Expression

Visible affective signals:

  1. posture
  2. pace
  3. facial shifts
  4. laughter, silence, vocalizations
  5. hesitation or eagerness

4. Social Interaction & Co-Presence

Group dynamics in action:

  1. mirroring behavior
  2. turn-taking
  3. negotiation (“you go first”)
  4. collaboration or avoidance

5. Temporal Patterns

How behavior unfolds over time:

  1. dwell time
  2. repeated interactions
  3. return visits
  4. long-term engagement patterns

This model is:

  1. Observable (you don’t have to guess internal states).
  2. Practical (you can design and iterate around it).
  3. Flexible (it adapts across disciplines).

It doesn’t just show what people do; it suggests why they might be doing it within that specific context.

GeoVision V2 trends display highlighting cutting-edge geographic data trends and insights for analytics and decision-making.
Dimensions of human behavior: Application developed for GeoVision that investigates cultural interpretations.

Philosophical Foundations: Action as Evidence

The idea that behavior reveals more than identity isn’t new. It’s grounded in several philosophical traditions:

Pragmatism (John Dewey)

Meaning shows up in action.

If you want to understand someone, look at what they choose to do in a given situation, not what they say they value in the abstract.

Phenomenology (Maurice Merleau-Ponty)

Experience is embodied.

Behavior isn’t an afterthought; it’s the primary way we encounter and make sense of the world.

Virtue Ethics (Aristotle)

Character is built through habitual action. What we repeatedly do defines us more than any static label.

So the philosophical bottom line:

Behavior is observable evidence. Identity is a hypothesis.

You can start with identity, but you must test it against what people actually do.

Generative Art Portfolio: British Art Fair 2024, Saatchi Gallery - Exhibiting Choice by Steve Zafeiriou
Dimensions of human behavior: Exhibiting Choice, behavior driven sculpture at British Art Fair 2024 at the Saatchi Gallery

Museums as Behavior Laboratories

Museums are underrated behavior labs.

They’re controlled enough to observe patterns, but alive enough to reveal human complexity.

In these spaces, behavior is shaped by:

  1. architectural flow
  2. lighting conditions
  3. sound levels
  4. presence and density of other visitors
  5. clarity (or confusion) of signage
  6. proximity and visibility of interactive elements

What Visitors Quietly Reveal

If you watch visitors long enough, you’ll see recurring behavior patterns:

  1. Curiosity: Approach behavior, lingering, circling, leaning in.
  2. Confusion: Hesitation, scanning for cues, stepping away without engaging.
  3. Delight: Laughter, “come look at this,” repeated interactions.
  4. Discomfort: Keeping distance, avoiding certain areas, quick exits.

Demographic categories can’t reliably predict any of this.

Behavior can.

This is where the “behavior over identity” idea becomes concrete.

You’re not guessing at who someone is. You’re watching how they encounter the world in real time.

Nostalgie World: Interactive installation exhibited at MATAROA AWARDS 2025
Dimensions of human behavior: Nostalgie World, interactive art installation

Interactive Art: Behavior as Material

Interactive art raises the stakes: behavior isn’t just visible; it’s essential. Without visitor action, the piece is incomplete.

The artwork might respond to:

  1. movement
  2. gestures
  3. proximity
  4. voice
  5. touch

In doing so, it turns behavioral differences into part of the piece itself.

Motion Responsive Installations

You see:

  1. playfulness vs caution
  2. risk taking vs restraint
  3. willingness to experiment vs preference to watch

Sound Reactive Environments

You see:

  1. comfort or discomfort with public expression
  2. who wants to “perform” and who doesn’t
  3. how people self regulate in shared soundscapes

AI Driven Artworks

You see:

  1. actions shaping emergent visuals or soundscapes
  2. visitors co-authoring the outcome through behavior
  3. feedback loops where the system and the human adapt to each other

Interactive art makes the central argument of this essay impossible to ignore:

Behavior is both the medium and the message.

Arduino IDE serial monitor showing temperature and humidity outputs from a DHT22 sensor, useful for testing and debugging ESP32 IoT projects.
Dimensions of human behavior: Capturing real-time data to study human behavior through art-based interaction

Human–Computer Interaction: Behavior as the Core Design Material

In HCI, the entire field is built on behavioral observation.

Good designers don’t begin with “who is this user on paper?” They begin with:

  1. What are they trying to do?
  2. How do they attempt it?
  3. Where do they get stuck or abandon the task?

Behavior in Usability Research

Patterns that actually matter:

  1. repeated taps or clicks
  2. scanning movements
  3. long pauses or hesitation
  4. trial and error loops
  5. sudden interaction abandonment

These are signals of friction, confusion, or misaligned expectations.

Embodied Interaction

As interfaces move into:

  1. gesture
  2. VR and AR
  3. sensor driven installations

…the body becomes the primary input device. Behavior is the interface.

Why Behavior First Matters Here

Identity categories rarely predict task success. But behavioral data does.

This is why dimensional models of behavior are so useful for HCI: they help designers build more inclusive experiences by focusing on what people actually do, not who a slide deck says they are.

Technology Arts: Developing Sensorify by Steve Zafeiriou
Dimensions of human behavior: Development of Sensorify, an Interactive artwork that uses machine learning and facial expression recognition for behavioral analysis

The Limits and Responsibilities of Reading Behavior

A behavior first approach is powerful. It’s also risky if you wield it lazily.

1. Behavior is Always Contextual

The same action can signal different things in different environments. Hesitation in a quiet gallery, not a hesitation in a loud, chaotic space.

2. Accessibility Must Be Central

Neurodivergence, mobility differences, sensory processing, and cultural norms all shape behavior.

If you ignore this, you misread people and potentially exclude them.

3. Behavior Isn’t Destiny

A moment of withdrawal doesn’t equal a “shy person.” A burst of engagement doesn’t equal an “extrovert.”

Behavior is a snapshot, not a verdict.

4. Beware “Behavioral Essentialism”

Reducing someone to a single observed pattern is just the identity trap in new clothes. Same prison, different bars.

5. Acknowledge Cultural Variation

Exploration styles, comfort with touch, norms around public expression; these all vary globally.

So behavior first doesn’t mean behavior only. It means contextual interpretation grounded in evidence, not assumption.

GeoVision V2 system overview showcasing advanced features for geographic visualization and data integration, designed for enhanced spatial analysis and professional use.
Dimensions of human behavior

A Practical 5 Step Method for Behavior First Practice

If you’re a museum professional, artist, or designer, here’s a simple framework to apply these ideas ethically and effectively:

1. Define the Context

Be explicit:

  1. What environment are you observing?
  2. What stimuli or interaction are you focusing on?
  3. What constraints are in play (time, crowding, accessibility, signage)?

2. Identify Observable Signals

Look for what you can actually see:

  1. movement and navigation paths
  2. approach vs avoidance
  3. dwell time
  4. touch patterns
  5. gestures and posture

3. Map Behaviors to Possible Meanings

Use the five behavior first dimensions as anchors:

  1. Attention & Curiosity
  2. Choice & Agency
  3. Emotion & Expression
  4. Social Interaction & Co-Presence
  5. Temporal Patterns

Don’t decide on a single “correct” interpretation; outline a few plausible ones tied to context.

4. Validate with Real Participants

This is where you kill your own assumptions:

  1. ask people what they were trying to do
  2. test your interpretations across different groups
  3. look for exceptions and contradictions

If your model doesn’t survive contact with reality, you revise the model… not the people.

5. Document the Limits

Capture what you don’t know:

  1. uncertainties
  2. contextual caveats
  3. where multiple interpretations remain in play

This keeps the system honest and supports more inclusive, humble design.

Digital Art Display Systems: Interactive digital art installation by Steve Zafeiriou displayed on an OLED screen, featuring vibrant red and white abstract visuals with frequency controls, showcasing innovative immersive art technology
Dimensions of human behavior

Conclusion

Identity describes people on paper. Behavior shows how they collide with the world.

In museums, interactive art, and digital systems, a behavior first lens reveals patterns of curiosity, agency, engagement, and connection that demographic categories simply cannot capture.

All those behavioral models, three, four, five, six, or seven dimensions, are not rival camps.

They’re complementary ways of describing how humans:

Think, Feel, Act, Interact, and make Meaning in context

When you synthesize these frameworks and ground them in actual observation, you create more meaningful, inclusive, and responsive experiences.

Behavior is dynamic. Identity is static.

If you want to truly understand people, you have to watch what they do, because in their actions, they’re already telling you who they are.

The choice is yours:

Keep designing for identity ghosts, or start designing for the humans whose behavior you can actually see.

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