Acta Psychologica Sinica ›› 2025, Vol. 57 ›› Issue (10): 1745-1761.doi: 10.3724/SP.J.1041.2025.1745
• Reports of Empirical Studies • Previous Articles Next Articles
YIN Huazhan1,2,3(
), LIU Pengyu1,2(
), ZHANG Li1,2
Received:2024-10-23
Published:2025-10-25
Online:2025-09-05
Contact:
YIN Huazhan,LIU Pengyu
E-mail:yhz1979@sina.com;Liupengyupsy@163.com
YIN Huazhan, LIU Pengyu, ZHANG Li. (2025). Preliminary development and evaluation of the Chinese self-conscious emotions nonverbal behavior expression stimulus set, and its application in research. Acta Psychologica Sinica, 57(10), 1745-1761.
| Body part | Nonverbal behavior expression cues | |||||
|---|---|---|---|---|---|---|
| Eyebrows | Eyebrows raised (71.9) | Frowning (0) | Eyebrows drooping (0.7) | Relaxed eyebrows (27.4) | ||
| Eyes | Eyes wide open (54.1) | Slightly squinted eyes (17.8) | No change in eye size (27.4) | |||
| Eyes gaze direction | Eyes looking upward (35.6) | Eyes looking straight ahead (60) | Eyes looking downward (3) | |||
| Mouth | Mouth tightly closed (0.7) | Corners of mouth raised (86.7) | Corners of mouth drooping (0.7) | Relaxed mouth (11.9) | ||
| Chin | Chin pushed forward (46.7) | Chin retracted (5.9) | Relaxed chin (45.2) | |||
| Cheeks | Smile (65.9) | Slightly suppressed smile (8.9) | No smile (1.5) | Big smile (23) | ||
| Head | Head tilted backward (30.4) | Head upright (66.7) | Head lowered (1.5) | |||
| Torso | Body curled (0) | Body upright (41.5) | Body stretched (57.8) | |||
| Hands | Arms crossed in front of chest (13.3) | Arms hanging vertically by sides (45.9) | Hands on hips (17.8) | Arms raised above head (8.9) | Arms crossed and hanging downward (3.7) | Hands touching the face (4.4) |
Table 1 Nonverbal behavior expression cues for pride and their ratios (%)
| Body part | Nonverbal behavior expression cues | |||||
|---|---|---|---|---|---|---|
| Eyebrows | Eyebrows raised (71.9) | Frowning (0) | Eyebrows drooping (0.7) | Relaxed eyebrows (27.4) | ||
| Eyes | Eyes wide open (54.1) | Slightly squinted eyes (17.8) | No change in eye size (27.4) | |||
| Eyes gaze direction | Eyes looking upward (35.6) | Eyes looking straight ahead (60) | Eyes looking downward (3) | |||
| Mouth | Mouth tightly closed (0.7) | Corners of mouth raised (86.7) | Corners of mouth drooping (0.7) | Relaxed mouth (11.9) | ||
| Chin | Chin pushed forward (46.7) | Chin retracted (5.9) | Relaxed chin (45.2) | |||
| Cheeks | Smile (65.9) | Slightly suppressed smile (8.9) | No smile (1.5) | Big smile (23) | ||
| Head | Head tilted backward (30.4) | Head upright (66.7) | Head lowered (1.5) | |||
| Torso | Body curled (0) | Body upright (41.5) | Body stretched (57.8) | |||
| Hands | Arms crossed in front of chest (13.3) | Arms hanging vertically by sides (45.9) | Hands on hips (17.8) | Arms raised above head (8.9) | Arms crossed and hanging downward (3.7) | Hands touching the face (4.4) |
| Body part | Nonverbal behavior expression cues | |||||
|---|---|---|---|---|---|---|
| Eyebrows | Eyebrows raised (1.5) | Frowning (35.6) | Eyebrows drooping (60) | Relaxed eyebrows (3) | ||
| Eyes | Eyes wide open (4.4) | Slightly squinted eyes (60.7) | No change in eye size (33.3) | |||
| Eyes gaze direction | Eyes looking upward (3) | Eyes looking straight ahead (5.2) | Eyes looking downward (91.1) | |||
| Mouth | Mouth tightly closed (69.6) | Corners of mouth raised (0.7) | Corners of mouth drooping (26.7) | Relaxed mouth (3) | ||
| Chin | Chin pushed forward (7.4) | Chin retracted (78.5) | Relaxed chin (11.9) | |||
| Cheeks | Smile (2.2) | Slightly suppressed smile 28.9) | No smile (57.8) | Big smile (0) | ||
| Head | Head tilted backward (1.5) | Head upright (5.9) | Head lowered (92.6) | |||
| Torso | Body curled (75.6) | Body upright (18.5) | Body stretched (5.2) | |||
| Hands | Arms crossed in front of chest (5.2) | Arms hanging vertically by sides (30.4) | Hands on hips (0.7) | Arms raised above head (1.5) | Arms crossed and hanging downward (27.4) | Hands touching the face (27.4) |
Table 2 Nonverbal behavior expression cues for shame and their ratios (%)
| Body part | Nonverbal behavior expression cues | |||||
|---|---|---|---|---|---|---|
| Eyebrows | Eyebrows raised (1.5) | Frowning (35.6) | Eyebrows drooping (60) | Relaxed eyebrows (3) | ||
| Eyes | Eyes wide open (4.4) | Slightly squinted eyes (60.7) | No change in eye size (33.3) | |||
| Eyes gaze direction | Eyes looking upward (3) | Eyes looking straight ahead (5.2) | Eyes looking downward (91.1) | |||
| Mouth | Mouth tightly closed (69.6) | Corners of mouth raised (0.7) | Corners of mouth drooping (26.7) | Relaxed mouth (3) | ||
| Chin | Chin pushed forward (7.4) | Chin retracted (78.5) | Relaxed chin (11.9) | |||
| Cheeks | Smile (2.2) | Slightly suppressed smile 28.9) | No smile (57.8) | Big smile (0) | ||
| Head | Head tilted backward (1.5) | Head upright (5.9) | Head lowered (92.6) | |||
| Torso | Body curled (75.6) | Body upright (18.5) | Body stretched (5.2) | |||
| Hands | Arms crossed in front of chest (5.2) | Arms hanging vertically by sides (30.4) | Hands on hips (0.7) | Arms raised above head (1.5) | Arms crossed and hanging downward (27.4) | Hands touching the face (27.4) |
| Body part | Nonverbal behavior expression cues | |||||
|---|---|---|---|---|---|---|
| Eyebrows | Eyebrows raised (23.7) | Frowning (39.3) | Eyebrows drooping (20) | Relaxed eyebrows (12.6) | ||
| Eyes | Eyes wide open (24.4) | Slightly squinted eyes (55.6) | No change in eye size (18.5) | |||
| Eyes gaze direction | Eyes looking upward (15.6) | Eyes looking straight ahead (10.4) | Eyes looking downward (65.9) | |||
| Mouth | Mouth tightly closed (71.1) | Corners of mouth raised (13.3) | Corners of mouth drooping (8.9) | Relaxed mouth (5.9) | ||
| Chin | Chin pushed forward (17) | Chin retracted (53.3) | Relaxed chin (25.9) | |||
| Cheeks | Smile (11.1) | Slightly suppressed smile (69.6) | No smile (8.1) | Big smile (6.7) | ||
| Head | Head tilted backward (9.6) | Head upright (20.7) | Head lowered (66.7) | |||
| Torso | Body curled (41.5) | Body upright (42.2) | Body stretched (11.9) | |||
| Hands | Arms crossed in front of chest (4.4) | Arms hanging vertically by sides (26.7) | Hands on hips (0) | Arms raised above head (4.4) | Arms crossed and hanging downward (17) | Hands touching the face (38.5) |
Table 3 Nonverbal behavior expression cues for embarrassment and their ratios (%)
| Body part | Nonverbal behavior expression cues | |||||
|---|---|---|---|---|---|---|
| Eyebrows | Eyebrows raised (23.7) | Frowning (39.3) | Eyebrows drooping (20) | Relaxed eyebrows (12.6) | ||
| Eyes | Eyes wide open (24.4) | Slightly squinted eyes (55.6) | No change in eye size (18.5) | |||
| Eyes gaze direction | Eyes looking upward (15.6) | Eyes looking straight ahead (10.4) | Eyes looking downward (65.9) | |||
| Mouth | Mouth tightly closed (71.1) | Corners of mouth raised (13.3) | Corners of mouth drooping (8.9) | Relaxed mouth (5.9) | ||
| Chin | Chin pushed forward (17) | Chin retracted (53.3) | Relaxed chin (25.9) | |||
| Cheeks | Smile (11.1) | Slightly suppressed smile (69.6) | No smile (8.1) | Big smile (6.7) | ||
| Head | Head tilted backward (9.6) | Head upright (20.7) | Head lowered (66.7) | |||
| Torso | Body curled (41.5) | Body upright (42.2) | Body stretched (11.9) | |||
| Hands | Arms crossed in front of chest (4.4) | Arms hanging vertically by sides (26.7) | Hands on hips (0) | Arms raised above head (4.4) | Arms crossed and hanging downward (17) | Hands touching the face (38.5) |
Figure 1. Example of experimental materials. A?D represent the pictures of nonverbal behavior expressions for pride, embarrassment, shame, and neutral emotions, respectively. All pictures are fixed in position within the picture using horizontal and vertical reference lines.
| Emotion type | Hand actions | n (Number of pictures) | Mean recognition percentage |
|---|---|---|---|
| Neutral | Total | 36 | 0.96 ± 0.04 |
| Shame | Arms crossed and hanging down (front) | 43 | 0.67 ± 0.09 |
| Arms crossed and hanging down (behind) | 29 | 0.67 ± 0.08 | |
| Arms hanging vertically by sides | 29 | 0.63 ± 0.06 | |
| Hand pulling the hem of clothes | 23 | 0.70 ± 0.08 | |
| Total | 124 | 0.67 ± 0.08 | |
| Pride | Arms raised above head | 26 | 0.78 ± 0.05 |
| Arms crossed in front of chest | 26 | 0.71 ± 0.12 | |
| Hands on hips | 25 | 0.68 ± 0.11 | |
| Raising above the head with one hand | 21 | 0.71 ± 0.10 | |
| Other | 9 | 0.73 ± 0.12 | |
| Total | 107 | 0.72 ± 0.10 | |
| Embarrassment | Left hand touching the face | 44 | 0.63 ± 0.11 |
| Right hand touching the face | 34 | 0.68 ± 0.11 | |
| Arms hanging vertically by sides | 5 | 0.45 ± 0.04 | |
| Scratching the head with one hand | 36 | 0.77 ± 0.08 | |
| Other | 3 | 0.54 ± 0.11 | |
| Total | 122 | 0.68 ± 0.13 |
Table 4 Mean recognition percentages of hand actions across the four categories of emotion pictures
| Emotion type | Hand actions | n (Number of pictures) | Mean recognition percentage |
|---|---|---|---|
| Neutral | Total | 36 | 0.96 ± 0.04 |
| Shame | Arms crossed and hanging down (front) | 43 | 0.67 ± 0.09 |
| Arms crossed and hanging down (behind) | 29 | 0.67 ± 0.08 | |
| Arms hanging vertically by sides | 29 | 0.63 ± 0.06 | |
| Hand pulling the hem of clothes | 23 | 0.70 ± 0.08 | |
| Total | 124 | 0.67 ± 0.08 | |
| Pride | Arms raised above head | 26 | 0.78 ± 0.05 |
| Arms crossed in front of chest | 26 | 0.71 ± 0.12 | |
| Hands on hips | 25 | 0.68 ± 0.11 | |
| Raising above the head with one hand | 21 | 0.71 ± 0.10 | |
| Other | 9 | 0.73 ± 0.12 | |
| Total | 107 | 0.72 ± 0.10 | |
| Embarrassment | Left hand touching the face | 44 | 0.63 ± 0.11 |
| Right hand touching the face | 34 | 0.68 ± 0.11 | |
| Arms hanging vertically by sides | 5 | 0.45 ± 0.04 | |
| Scratching the head with one hand | 36 | 0.77 ± 0.08 | |
| Other | 3 | 0.54 ± 0.11 | |
| Total | 122 | 0.68 ± 0.13 |
| Emotion dimension | Neutral | Embarrassment | Shame | Pride |
|---|---|---|---|---|
| Valence | 4.94 ± 0.08 | 4.67 ± 0.70 | 2.95 ± 0.27 | 7.11 ± 0.65 |
| Arousal | 1.75 ± 0.12 | 5.70 ± 0.17 | 5.90 ± 0.27 | 6.66 ± 0.45 |
| Dominance | 4.83 ± 0.07 | 4.17 ± 0.42 | 3.24 ± 0.18 | 6.87 ± 0.41 |
Table 5 Descriptive statistics of dimensional ratings of self-conscious emotions pictures (M ± SD)
| Emotion dimension | Neutral | Embarrassment | Shame | Pride |
|---|---|---|---|---|
| Valence | 4.94 ± 0.08 | 4.67 ± 0.70 | 2.95 ± 0.27 | 7.11 ± 0.65 |
| Arousal | 1.75 ± 0.12 | 5.70 ± 0.17 | 5.90 ± 0.27 | 6.66 ± 0.45 |
| Dominance | 4.83 ± 0.07 | 4.17 ± 0.42 | 3.24 ± 0.18 | 6.87 ± 0.41 |
Figure 3. Comparison of valence (A), arousal (B), and dominance (C) score between three self-conscious emotion pictures and neutral pictures. The error bars indicate standard errors. **p <.01, ***p <.001.
| Emotion type | Valence | Arousal | Dominance |
|---|---|---|---|
| Neutral | 0.758 | 0.971 | 0.978 |
| Shame | 0.990 | 0.997 | 0.993 |
| Pride | 0.981 | 0.995 | 0.989 |
| Embarrassment | 0.981 | 0.997 | 0.987 |
Table 6 Cronbach’s α coefficients for each dimension across the four categories of emotion pictures
| Emotion type | Valence | Arousal | Dominance |
|---|---|---|---|
| Neutral | 0.758 | 0.971 | 0.978 |
| Shame | 0.990 | 0.997 | 0.993 |
| Pride | 0.981 | 0.995 | 0.989 |
| Embarrassment | 0.981 | 0.997 | 0.987 |
Figure 5. A single trial of the time reproduction task, the left side represents the practice phase, and the right side represents the formal experimental phase (using shame picture as an example)
| Emotion dimension | Neutral | Embarrassment | Shame | Pride |
|---|---|---|---|---|
| Valence | 4.83 ± 0.40 | 4.71 ± 1.07 | 3.08 ± 0.84 | 6.36 ± 0.58 |
| Arousal | 1.94 ± 0.75 | 4.70 ± 1.17 | 5.24 ± 1.11 | 5.79 ± 0.78 |
Table 7 Mean and standard deviation of valence and arousal ratings for self-conscious emotion pictures
| Emotion dimension | Neutral | Embarrassment | Shame | Pride |
|---|---|---|---|---|
| Valence | 4.83 ± 0.40 | 4.71 ± 1.07 | 3.08 ± 0.84 | 6.36 ± 0.58 |
| Arousal | 1.94 ± 0.75 | 4.70 ± 1.17 | 5.24 ± 1.11 | 5.79 ± 0.78 |
Figure 7. Mean reproduction duration under 700 ms, 1700 ms, and 2700 ms conditions for different emotions The error bars indicate standard errors. ns = nonsignificant. *p <.05, **p <.01.
Figure 8. Mean coefficient of variation under 700 ms, 1700 ms, and 2700 ms conditions for different emotions The error bars indicate standard errors. ***p < 0.001.
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