<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Effects of Lighting with Opponent Colors on Promoting Positive Emotional States</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yuka Matsumoto</string-name>
          <email>matsumotoyuka@chiba-u.jp</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Midori Tanaka</string-name>
          <email>midori@chiba-u.jp</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Takahiko Horiuchi</string-name>
          <email>horiuchi@faculty.chiba-u.jp</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yuki Nakahodo</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maki Sakamoto</string-name>
          <email>maki.sakamoto@uec.ac.jp</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Toyoshige Nohnishi</string-name>
          <email>toyoshige.nounishi@konicaminolta.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Chiba University</institution>
          ,
          <addr-line>1-33 Yayoi-cho, Chiba-shi, Chiba 263-8522</addr-line>
          ,
          <country country="JP">JAPAN</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>KONICA MINOLTA, INC.</institution>
          ,
          <addr-line>2-7-2 Marunouchi, Chiyoda-ku, Tokyo 100-7036</addr-line>
          ,
          <country country="JP">JAPAN</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>The University of Electro-Communications</institution>
          ,
          <addr-line>1-5-1, Chofu-shi, Tokyo 182-8585</addr-line>
          ,
          <country country="JP">JAPAN</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>It is known that the colors in our surroundings affect emotions. In our previous study, we set up an environment in which a specific emotional state was triggered by conversation and investigated the lighting conditions that promote the emotional state through psychophysical experiments. We found no significant effect on positive emotional states, such as happiness, under a single uniform lighting condition generated by a recall color. In contrast, negative emotional states, such as sadness, were significantly promoted under a single uniform lighting condition. In this study, we investigate the lighting conditions that promote positive emotions through psychophysical experiments. The results of the experiment showed that happiness, as a positive emotional state, could be steadily promoted by illumination with a spatial combination of a color recalled from the emotion and its opponent color.</p>
      </abstract>
      <kwd-group>
        <kwd>Emotional states</kwd>
        <kwd>Color lighting</kwd>
        <kwd>Affective science</kwd>
        <kwd>Semantic differential method</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Since Goethe intuitively stated that color categories (e.g., yellow and red-yellow)
are associated with emotional responses (e.g., warmth and excitement), theories of
color and psychological functioning have advanced in the fields of evolutionary
psychology, emotion science, and person perception [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Goldstein expanded on Goethe’s
intuitions, positing that certain colors produce systematic physiological reactions
manifested in emotional experience, cognitive orientation, and overt action [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        In recent years, a variety of empirical studies have surfaced in the field of indoor
design, providing evidence that the color of an indoor space can affect the psychological
emotions of the people in that space. Many studies have compared the effects of “warm”
colors and “cool” colors (for e.g. red and blue, respectively) [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ],[
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. Kwallek et al.
found that saturation is associated with mood differences [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. Additionally, although
there are reports that state that work efficiency varies with differences in a room’s wall
colors [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ], there are also those that assert that there is no change in efficiency due to
color [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ].
      </p>
      <p>
        Most of these studies focus on finding the input-output relationship between color
stimuli and their effects in a neutral state. However, emotions change dynamically in
the real world. Therefore, it is essential to consider emotional states in the analyses
performed for practical applications. In our previous study [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], we first discussed a
psychophysical experiment showing that even if the surrounding colors are equivalent, the
emotions recalled might differ depending on the situation. We then set up an
environment in which a specific emotional state was triggered by conversation and investigated
the lighting conditions that promoted an emotional state through psychophysical
experiments. We found no significant effect on positive emotional states, such as happiness,
under a single uniform lighting condition generated by a recall color. In contrast,
negative emotional states, such as sadness, were significantly promoted under the single
uniform lighting condition.
      </p>
      <p>In this study, we experimentally investigate the lighting conditions that promote
positive emotions in a room.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Promotion of Negative Emotional State Under Single</title>
    </sec>
    <sec id="sec-3">
      <title>Uniform Lighting</title>
      <p>
        In our previous study [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], we hypothesized that the lighting color that promotes a
particular emotion is related to the recall color of that emotion. As a preliminary
experiment, observers ranked the 45 recall colors corresponding to adjectives expressing
various emotions based on the procedure in [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. Table 1 shows examples of scores for
adjectives. As a result, a color frequently recalled from the two adjectives “happy” and
“noisy” was rarely recalled from the adjective “sad.” Conversely, a higher ranking of
the recall color of “sad” is a lower ranking of color that was rarely recalled from the
two adjectives “happy” and “noisy.” The upper color of each adjective was called
“lighting color 1” and the lower color was called “lighting color 2”; these were used in
the experiment as shown in Fig. 1. For comparison, physically neutral white light and
perceptually neutral colors were used in each experiment. Table 2 summarizes the
adjectives and corresponding colors. Observers were asked to discuss the scenario (details
of the experiment are described in Section 3.) After the discussion, the emotion at that
time was evaluated using the semantic differential (SD) method.
      </p>
      <p>
        The negative emotional states “noisy” and “sad” were at the maximum absolute
value for lighting color 1. In contrast, in the positive emotional state “happy,” the factor
score in the neutral state was high, and lighting color 1 did not promote emotion. The
experimental results in our previous study [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ] show that negative emotional states, such
as “noisy” and “sad,” were significantly promoted under single lighting based on the
color recalled from the emotion, whereas the positive emotional state “happy” could
not be promoted.
      </p>
    </sec>
    <sec id="sec-4">
      <title>Promotion of Positive Emotional State Under Opponent</title>
    </sec>
    <sec id="sec-5">
      <title>Color Lighting</title>
      <p>
        In this section, we describe an experiment where spatially illuminate multiple colors to
promote the “happy” emotional state. In this study, we base one of the multiple color
schemes on physiological findings [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] that show an excitatory response with opponent
colors in the central and peripheral receptive fields of ganglion cells, and verify the
effect of spatial opponent color irradiation. Additionally, Ostwald's theory [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]
indicated that opponent color schemes are harmonious, so this scheme can be expected.
3.1
      </p>
      <sec id="sec-5-1">
        <title>Experimental Environment</title>
        <p>Figure 2 shows the experimental room. The purpose of this experiment is not to
investigate visual mechanisms such as color adaptation, but rather the effects of lighting
colors on emotions. Considering that the real environment, including lighting, is
reflected sensitively in emotions, we constructed a small room in which natural
conversations could be held instead of using a laboratory environment such as a darkroom.
The room was 1.642 m long and 2.552 m wide, and a few people could be seated at a
table for discussions. The colors of the interiors, wallpaper, floor tiles, and curtains
were achromatic to avoid chromatic effects on the ambient light.</p>
        <p>On the ceiling, nine LED lights (Philips Hue) were installed. The irradiation angle
was variable, and the dimming and toning could be controlled spatially and temporally
by a program. Figure 3 shows the measurement results for the color gamut of
illumination. The LEDs cover the Adobe RGB color gamut. No individual differences in the
color gamut of the nine lights were found. Because the luminance input values were
not linear, color calibration was performed individually.</p>
      </sec>
      <sec id="sec-5-2">
        <title>Lighting Design</title>
        <p>To examine the effects of multiple colors, we conducted an experiment. The lighting
was set up so that the three lights installed in the center of the room were directed at the
center and the observer was directly irradiated, as shown in Fig. 4. The space was
designed so that the observers could employ both central and peripheral vision to see the
opponent color, regardless of where they were sitting, by irradiating the wall with the
remaining six opponent colors.</p>
        <p>In this study, we assumed that the opponent color also belongs to the higher ranking
of the 45 recall colors. Table 2 shows the degree of association between the recall color
and the adjective. In Table 1, we used the yellow recall color for “happy,” but there was
no opponent color for yellow in the upper recall color for “happy.” Therefore, pink,
which is another upper recall color for “happy,” was used in the experiment. We then
examined three types of lighting mixtures of opponent colors (a) to (c) and single
uniform lighting (d) for comparison as follows:
(a) Pink and nearest opponent color within 45 colors
(b) (b-1) Pink and opponent color in sRGB color space</p>
        <p>(b-2) Yellow and opponent color in sRGB color space
(c) (c-1) Pink and opponent color in L*a*b* color space</p>
        <p>(c-2) Yellow and opponent color in L*a*b* color space
(d) (d-1) Single pink color</p>
        <p>(d-2) Single yellow color
In addition, each lighting color was alternated between the central and peripheral vision.
Table 3 summarizes the lighting combinations with L*a*b* values.</p>
        <p>Lighting
type
(a)
(b-1)
(b-2)
(c-1)
(c-2)
(d)
Scenario 1
Scenario 2</p>
        <p>Central
vision</p>
      </sec>
      <sec id="sec-5-3">
        <title>3.3 Scenario for “Happy” Emotion</title>
        <p>
          In this experiment, two observers (A and B) had a short conversation based on scenarios
meant to induce a “happy” emotional state. Table 4 shows the scenarios selected from
[
          <xref ref-type="bibr" rid="ref9">9</xref>
          ]. We confirm in Sec. 3.5 that the conversation scenarios correctly induced a “happy”
emotion.
        </p>
      </sec>
      <sec id="sec-5-4">
        <title>Procedure</title>
        <p>The observers who participated in the experiment comprised three groups of
university students, aged from 22 to 25 years, four of whom were males and two were females.
Each group consisted of two readers and evaluated 10 adjective pairs, including
“happy-sad,” using a five-point SD scale. Table 5 shows the adjective pairs, which were
arranged in the same order on the evaluation form.</p>
        <p>To confirm the emotions induced by the scenarios, the observers first read the two
scenarios silently under 180 lx white light and evaluated the impressions they received
only from the sentences they read. Then, for each adjective, one color was randomly
selected from among the 12 combinations of colors shown in Table 3. After 10 seconds,
the adaptation time after illumination, the observers were asked to discuss the scenario.
After the discussion, we switched back to white light to eliminate the effects of the
previous color, and then evaluated the emotion using the SD method.</p>
        <p>After the evaluation was completed, the LED lights were switched to the next color.
The same procedure was repeated for the two scenarios under each of the 12 lighting
colors, resulting in a total of 24 evaluations. All evaluations were carried out for 30
minutes without a break.</p>
        <p>First, we verified that the scenarios used in this experiment induced the desired
emotional state. The average factor scores for the impression "happy" obtained from
only reading the scenario were 1.50 and 1.17 for scenario 1 and scenario 2, respectively.
A positive value means that the conversation scenario correctly induced the emotion
represented by "happy."</p>
        <p>Next, a factor analysis was performed on the 10 adjective pairs used in the SD
method, and common factors were extracted. As shown in Table 6, the variables were
classified into three factors, “favorability,” “freshness,” and “grade.” Because the
purpose of this study is to promote empathy regarding positive emotions, we discuss the
scores of the adjective pair “happy-sad” and its corresponding factor “favorability” for
each lighting combination.</p>
        <p>Adjective pair
hard-soft
like-dislike
safe-uneasy
relaxed-nervous
happy-sad
quiet-noisy
clear-cloudy
luxury-common</p>
        <p>open-closed
comfortable-uncomfortable</p>
      </sec>
      <sec id="sec-5-5">
        <title>Results of “happy-sad”</title>
        <p>The average evaluation values of “happy-sad” for each irradiation are shown in Table
7. By irradiating the peripheral vision color with the higher recall color, all combination
irradiations (a)–(c) of the opponent colors were found to be higher for “happy” than for
single color irradiation (d). In particular, coloration (a) was evaluated as stable and high
even when the central and peripheral visual colors were switched. This result suggests
that a positive “happy” emotion is promoted by spatially combining the recall color and
its opponent color corresponding to the emotion.</p>
      </sec>
      <sec id="sec-5-6">
        <title>Results of the factor "favorability"</title>
        <p>For “favorability,” the evaluation is not as clear as the adjectives because the factor
includes six adjective pairs. However, as shown in Table 8, it can be confirmed that the
evaluation for a single yellow color was low, but the results for combination irradiations
of opposite colors were generally high.
Lighting type
(c-2)
(d)
Lighting type</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Conclusions</title>
      <p>We set up an environment that induces a specific emotional state through conversation
and conducted psychophysical experiments to investigate the lighting conditions that
promote a positive emotional state. Physiological findings showed an excitatory
response with opponent colors in the central and peripheral receptive fields of ganglion
cells and verified the effect of spatial opponent color irradiation. The experimental
results suggest that a positive emotion such as “happy” is promoted by spatially
combining the recall color corresponding to the emotion and its opponent color, specifically
by irradiating the surroundings with the recall color and the center with the opponent
color.</p>
      <p>In future, it is necessary to study emotion control using lighting colors for more
emotions.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Goethe</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          : Theory of Colors. Frank Cass, London (
          <year>1810</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Goldstein</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          :
          <article-title>Some Experimental Observations Concerning the Influence of Colors on the Function of the Organism</article-title>
          .
          <source>Occupational Therapy</source>
          <volume>21</volume>
          ,
          <fpage>147</fpage>
          -
          <lpage>151</lpage>
          (
          <year>1942</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Stone</surname>
            ,
            <given-names>N.J.: Designing</given-names>
          </string-name>
          <string-name>
            <surname>Effective Study Environments</surname>
          </string-name>
          .
          <source>J. Environ. Psychol</source>
          <volume>21</volume>
          (
          <issue>2</issue>
          ),
          <fpage>179</fpage>
          -
          <lpage>190</lpage>
          (
          <year>2001</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Stone</surname>
            ,
            <given-names>N.J.: Environmental</given-names>
          </string-name>
          <string-name>
            <surname>View</surname>
          </string-name>
          and
          <article-title>Color for a Simulated Telemarketing Task</article-title>
          .
          <source>J. Environ. Psychol</source>
          <volume>23</volume>
          (
          <issue>1</issue>
          ),
          <fpage>63</fpage>
          -
          <lpage>78</lpage>
          (
          <year>2003</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Kwallek</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lewis</surname>
            ,
            <given-names>C.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lin-Hsiao</surname>
            ,
            <given-names>J.W.D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Woodson</surname>
            ,
            <given-names>M.:</given-names>
          </string-name>
          <article-title>Effects of Nine Monochromatic Office Interior Colors on Clerical Tasks and Worker Mood</article-title>
          .
          <source>Color Res. Appl</source>
          <volume>21</volume>
          (
          <issue>6</issue>
          ),
          <fpage>448</fpage>
          -
          <lpage>458</lpage>
          (
          <year>1996</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Hamid</surname>
            ,
            <given-names>P.N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Newpor</surname>
            ,
            <given-names>A.G.</given-names>
          </string-name>
          :
          <article-title>Effect of Color on Physical Strength and Mood in Children</article-title>
          .
          <source>Percept Mot Skills</source>
          <volume>69</volume>
          (
          <issue>1</issue>
          ),
          <fpage>179</fpage>
          -
          <lpage>185</lpage>
          (
          <year>1989</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Ainsworth</surname>
            ,
            <given-names>R.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Simpson</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Cassell</surname>
            ,
            <given-names>D.:</given-names>
          </string-name>
          <article-title>Effects of Three Colors in an Office Interior on Mood and Performance</article-title>
          .
          <source>Percept Mot Skills</source>
          <volume>76</volume>
          (
          <issue>1</issue>
          ),
          <fpage>235</fpage>
          -
          <lpage>241</lpage>
          (
          <year>1993</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Matsumoto</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tanaka</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Horiuchi</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nakahodo</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sakamoto</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nohnishi</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          :
          <article-title>Effects of Lighting Color on Promoting Emotional States</article-title>
          .
          <source>Proc. 6th International Symposium on Affective Science and Engineering</source>
          , (
          <year>2020</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Iida</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Doizaki</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sakamoto</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Color and Font Recommendations based on Mental Images of Text</article-title>
          .
          <source>J. Virtual Reality Soc. Japan</source>
          <volume>18</volume>
          (
          <issue>3</issue>
          ),
          <fpage>217</fpage>
          -
          <lpage>226</lpage>
          (
          <year>2013</year>
          )
          <article-title>(in Japanese)</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Dacey</surname>
            ,
            <given-names>D.M.:</given-names>
          </string-name>
          <article-title>Primate retina: cell types, circuits and color opponency</article-title>
          .
          <source>Progress in Retinal and Eye Research</source>
          <volume>18</volume>
          (
          <issue>6</issue>
          ),
          <fpage>737</fpage>
          -
          <lpage>763</lpage>
          (
          <year>1999</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Ostwald</surname>
            ,
            <given-names>W.:</given-names>
          </string-name>
          <article-title>The color primer</article-title>
          , Van Nostrand Reinhold, New York (
          <year>1969</year>
          ).
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>