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Rafael E. Núñez Embodied Cognition Lab Department of Cognitive Science University of California, San Diego Making sense of time: The embodied nature of human abstraction

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Page 1: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Rafael E. Núñez

Embodied Cognition Lab

Department of Cognitive Science

University of California, San Diego

Making sense of time:

The embodied nature of human abstraction!

Page 2: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

… at my hotel

room in Tokyo …

susumu: advance, move forward

modoru: go back return, backward

Page 3: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

… some episodes in

Homo Sapiens’ life …

Page 4: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Contents

1.! Everyday abstraction and Spatial construals of

Time: The role of language

2.! The psychological reality of Time construals:

Priming experiments

3.! Universals, and cultural variations: The Aymara

and the Yupno way

4.! Exploring neural basis: an fMRI study

5.! Conclusions

Page 5: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Contents

1.! Everyday abstraction and Spatial construals of

Time: The role of language

2.! The psychological reality of Time construals:

Priming experiments

3.! Universals, and cultural variations: The Aymara

and the Yupno way

4.! Exploring neural basis: an fMRI study

5.! Conclusions

Page 6: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Spatial construals of Time

!! Investigating conceptualization (rather than perception and psychophysics)

!! Cognitive Linguistics !! Waaaay back in the 50s …

!! The week ahead of us …

!! We are coming to the end of the quarter …

!! It is 20 minutes ahead of 1 o’clock

!! Halloween is almost here

!! Spring follows winter …

!! … (and, beyond words: illustrations)

Page 7: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Spatial construals of Time

Page 8: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Time As Unidimensional Space

An initial taxonomy

!! Two main conceptual metaphors (Criterion: What moves? ) (Clark, 1973, Lakoff, 1993; Gentner, 2001)

1.! “Ego-moving” !! We’re coming to the end of the year

2.! “Time-moving” !! Thanksgiving is approaching

Page 9: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

1.- Ego-moving Mapping

Source Domain

1-D Space

Target Domain

Time

front of ego future

behind ego past

ego’s location present/now

ego’s motion passing of time

Page 10: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

2.- Time-moving Mapping

Source Domain

1-D Space

Target Domain

Time

front of ego future

past

present/now

behind ego

ego’s location

motion of objects passing of time

Page 11: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Moving-Ego, Moving-Time?

Further refinement

!! The class meetings are too close together

!! [no motion]

!! It is 20 minutes ahead of 1pm

!! [Ego is not the RP]

!! Spring follows Winter

!! [no Ego, no “Now”, no present]

Page 12: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

“Ahead”?

!! The week ahead of us

!! It is 20 minutes ahead of 1pm

Page 13: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

!! Reference Point! (not motion per se)

1.! “Ego-RP”

!! The week ahead of US (LATER)

2.! “Time-RP”

!! It is 20 minutes ahead of 1PM (EARLIER)

“Ahead” … of WHAT?

Page 14: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Time-RP Mapping

Source Domain

1-D (Ego-free) Space

Target Domain

Time

front of object earlier (than Now)

later (than Now)

(present/now)

behind object

(some object)

Moore, 1999

Núñez, 1999

Núñez & Sweetser, 2006

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Examples of Time-RP

!! “Spring follows winter”

!! “Before/After 1945”

!! FRONT is mapped with EARLIER (relative to

object)

!! The day before yesterday

!! Avant-hier

!! Antes de ayer

!! BACK is mapped with LATER (relative to object)

!! Con posterioridad a 1950

Page 16: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

“The day before yesterday” FRONT is mapped with EARLIER

!! “Con posterioridad a 1950” BACK is mapped with LATER

Time As Unidimensional Space:

Time-RP mapping

today!yesterday!fore! posterior!

posterior!

posterioridad a 1950!

(motion determines orientation)!

before yesterday!

1950! 1951! 1952! 1953!1949!

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A refined taxonomy

Criterion: Reference Point

Núñez & Sweetser, 2006

Núñez, Motz, & Teuscher, 2006

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Summary:

Spatial Construals of Time

!! An essential construal of chronological experience (time) is built through a fundamental conceptual metaphor:

!! Time AS Unidimensional Space

!! Its general form seems to be universal: construals are indeed Spatial

!! It has (at least) two forms !! 1.- Ego-RP (front/future – back/past)

!! 2.- Time-RP (front/earlier – back/later)

!! Inferences (“truth”) are relative to the mappings

Page 19: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Contents

1.! Everyday abstraction and Spatial construals of

Time: The role of language

2.! The psychological reality of Time construals:

Priming experiments

3.! Universals, and cultural variations: The Aymara

and the Yupno way

4.! Exploring neural basis: an fMRI study

5.! Conclusions

Page 20: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Contents

1.! Everyday abstraction and Spatial construals of

Time: The role of language

2.! The psychological reality of Time construals:

Priming experiments

3.! Universals, and cultural variations: The Aymara

and the Yupno way

4.! Exploring neural basis: an fMRI study

5.! Conclusions

Page 21: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Aymara people

Page 22: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Where do Aymara people live?

Page 23: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

South American Andes

Highlands

Page 24: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,
Page 25: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Aymara: Expressions regarding

the past

ancha nayra pachana

Morpheme by morpheme gloss:

ancha a lot

nayra eye, sight, front

pacha time

-na in, on, at

Literal translation:

A lot eye/front time-at

Meaning:

(At a) long time ago

Page 26: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Aymara: Expressions regarding

the future

akata q”iparu

Morpheme by morpheme gloss:

aka here, this

-ta from

q”ipa back, behind

-ru to, towards

Literal translation:

Here/this-from back-to

Meaning:

From now on

Page 27: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Spatial construals of time in Aymara

The crucial question

!! Lexical and metaphorical evidence of

!! Time AS Unidimensional Space metaphor

!! But …

In Aymara, is the underlying mapping

Ego-RP or Time-RP?

Page 28: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Spatial construals of time in Aymara

The crucial question

!! If the mapping is Time-RP then it simply operates like our “ahead” (front/Earlier – back/Later)

!! Many “exotic” languages thought to be counter-universal turned out to be like English, after the Time-RP distinction (Moore, 1999; Núñez & Sweetser, 2006).

!! If the mapping is indeed Ego-RP then Aymara would be a counterexample to the universality of Ego orientation!

Page 29: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Spatial construals of time in Aymara

How to decide?

!! Because of grammatical constraints in Aymara there

is no way to answer to the previous questions with

purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann, 2001)

!! There are no clear and unambiguous cases such as

!! “The week ahead of us” (meaning future in front of EGO

rather than of another time)

Spontaneous gestures?!

Page 30: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,
Page 31: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

What can we learn from Gestures?

!! A detailed study of Gestures can help

answering the previous questions

!! Gesture-speech co-production is universal

!! Astonishingly close speech-gesture co-

production

!! Provide rich information about deixis, manner,

and RPs (often complementary to speech)

!! Preservation and construction of semantics

(iconics and metaphorical gestures): built-in

Page 32: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

… más allá antes …

Page 33: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

“From last year

to this year” Del año pasado …

[From last year …]

Page 34: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

“From last year

to this year” … a este año

[… to this year]

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And much more …

Nayra mara … antiguo

[old]

Aka maran

[this year]

Q”ipa timpun

[Future times]

Page 36: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Time As Unidimensional Space:

Aymara Ego-RP mapping Source Domain

1-D Space

Target Domain

Time

front of ego future

behind ego past

ego’s location present

Converging lexical, metaphorical, AND gestural evidence!

Page 37: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Saggital Past gestures

Aymara participants producing sagittal past gestures

(n=15)

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

Aymara - Castellano Andino speakers (no

grammatical Spanish)

Spanish speakers (bilinguals or monolinguals)

Language Proficiency

Percen

tag

e

Past-Front only Past-Behind at least once

Núñez & Sweetser, 2006

Fisher’s, p = 0.035

Page 38: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

A counter-universal!

Science

The New York Times

Pour la Science

Jornal do Brasil

BBC

World

Taipei Times

GEO Wissen

Page 39: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Aymara: Why this pattern?

!! Overemphasis on visual perception as source of

knowledge

!! Strong use of evidentials, including in Castellano

Andino

!! “Knowing is seeing”

!! Past is known and visible

!! Future is unknown, out of the visual field

Page 40: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Spatial construals of time: Another

crucial question

!! Can the source domain (space) have other forms?

!! Other frames of reference? !! Not Ego-centered?

!! Not based on moving sequences?

!! … Geo-centric?

!! Yes: People from the Yupno valley !! (Núñez, Cooperrider, and Wassmann, submitted)

!! Lexical hints: usadon = uphill; tomorrow

Page 41: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Contents

1.! Everyday abstraction and Spatial construals of

Time: The role of language

2.! The psychological reality of Time construals:

Priming experiments

3.! Universals, and cultural variations: The Aymara

and the Yupno way

4.! Exploring neural basis: an fMRI study

5.! Conclusions

Page 42: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Looking for neural basis:

Anatomical hypotheses

!! What neural populations dealing with body-

centered space may be recruited for specific

temporal meaning (e.g., Ego-RP)?

!! Ventral Intraparietal area (VIP)

!! in the intraparietal sulcus

!! Polysensory Zone (PZ)

!! in the precentral gyrus

Macaque monkey brain

Page 43: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

VIP and PZ

!! Multimodal neurons !! Respond to objects touching, near, or looming toward the

body surface

!! Participate in !! Navigation by optic flow

!! Attention to nearby space

!! Processing for object location for the guidance of movement

!! Somatotopically (not only retinotopically) organized !! Body-centered

!! Densily interconnected

Page 44: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Stimulation of VIP and PZ in monkeys

Graziano & Cooke, 2006

Electrical stimulation evokes defense-like withdrawing or blocking movements

Suggested to play a role in immediate awareness/safety around the body

Page 45: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

PZ neurons

Graziano, Hu, & Gross, 1997

which responded to:

- tactile stimuli on the front of the face

- visual stimuli near the face

Page 46: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Multisensory area in Superior Parietal Cortex

(visual-somatosensory)

Sereno and Huang, 2006

Page 47: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Aligned

somatosensory

and visual

maps for a

single subject (dorso-lateral view)

Sereno and Huang, 2006

Page 48: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Sereno and Huang, 2006

Aligned somatosensory and visual maps for

single subjects (dorso-lateral view)

Page 49: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Putative

Human

VIP

Sereno and Huang, 2006

Page 50: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

SFS

AnG

VIP

PZ

SI 7b

MT+

V3A/V7

You are approaching Christmas

vs.

Christmas is approaching

Block Design Study

Left hemisphere

Auditory cue

Núñez, Huang, & Sereno, 2007

Page 51: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

V3A/V7

MT+

7b

VIP PZ

SI

SFS

AnG

Right hemisphere

You are approaching Christmas

vs.

Christmas is approaching

Block Design Study

Auditory cue

Núñez, Huang, & Sereno, 2007

Page 52: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Eccentricity Mapping (center " periphery)

VIP VIP

Núñez, Huang, & Sereno, 2007

Page 53: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Time (is approaching):

VIP VIP

Núñez, Huang, & Sereno, 2007

Page 54: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Contents

1.! Everyday abstraction and Spatial construals of

Time: The role of language

2.! The psychological reality of Time construals:

Priming experiments

3.! Universals, and cultural variations: The Aymara

and the Yupno way

4.! Exploring neural basis: an fMRI study

5.! Conclusions

Page 55: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Conclusions

!! Construals of time appear to be universally based on 1-D space

!! The study of human conceptualization of time can/should be

!! Theoretical

!! Empirical !! Experimental

!! Psychology, behavior (e.g., priming)

!! Neuroscience (neuroimaging, EEG)

!! Linguistics (lexical, metaphorical, gestural)

!! Anthropology, ethnography

Page 56: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Conclusions

!! Two main conceptual mappings model the

construals (reference points):

!! Ego-RP (“quasi-universal”)

!! Time-RP (universal … so far)

!! The inferential systems are relative to the

organization of the mappings (e.g. “forward”)

Page 57: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Conclusions

!! Ego-RP: Aymara: first well-documented case of an exception to the “rule” !! Empirical evidence: Lexical, metaphorical, ethnographic,

gestural

!! Universal bodily experiences, allowing cultural variation

!! Internal “logic”? !! necessary but not sufficient: overemphasis of visual experience and

evidentials

!! Time-RP: Is it more primitive? !! no (obligatory) “Now”

!! Only later and earlier than relations

Page 58: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Conclusions

!! Neural basis

!! fMRI and neuroimaging !! VIP/PZ areas may play a crucial role in making Ego-

related spatial construals of time possible

!! High order mental phenomena, conceptual abstractions, … construals of Time !! Culture and phenotype are deeply

intertwined

VIP PZ

Page 59: The embodied nature of human abstraction - cogsci.ucsd.edurik/courses/cogs1_w10/slides/nunez_100223_sm.pdf · purely linguistic evidence (e.g., gramatical, lexical, …) (Hardmann,

Thanks!

!! Aymara communities (Chile)

!! Socoroma, Chapiquiña, Isluga

!! Cariquima, Villablanca, Visviri

!! Manuel Mamani (Univ. Tarapacá), Antonio Moscoso

!! Carlos Cornejo, Vicente Neumann

!! Fondecyt: Chilean National Science Foundation

!! Eve Sweetser & George Lakoff (UC Berkeley);

!! Gilles Fauconnier, Seana Coulson (UCSD)

!! Ben Motz, Ursina Teuscher, Cristián Simonetti

!! Marty Sereno, Ruey-Song Huang (UCSD)

!! Embodied Cognition Lab people

!! Kavli Institute for Brain and Mind at UCSD

!! Yupno communities (Papua New Guinea)

!! Jürg Wassmann