Table 5.
Predicting Impressions of Generalization Faces From Activation of the Happy Output Unit Controlling for Attractiveness, Babyfaceness, and Face Sex
Regression step | Predictor | Competence
|
Danger
|
Likeable
|
Expressive/loud
|
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
B | (SE) | β | B | (SE) | β | B | (SE) | β | B | (SE) | β | ||
Step 1 | Intercept | 2.90 | (.163) | 6.04 | (.193) | 1.46 | (.160) | 3.31 | (.184) | ||||
Korean (vs. White faces) | 0.61 | (.070) | .45*** | −0.30 | (.083) | −.19*** | −0.14 | (.069) | −.09* | −0.82 | (.079) | −.50*** | |
Black (vs. White faces) | −0.21 | (.069) | −.15** | 0.37 | (.082) | .22*** | −.23 | (.068) | −.15** | 0.11 | (.078) | .06 | |
Step 2 | Intercept | 2.90 | (.163) | 6.03 | (.191) | 1.47 | (.159) | 3.32 | (.184) | ||||
Korean (vs. White faces) | 0.60 | (.070) | .44*** | −0.28 | (.082) | −.18** | −0.16 | (.068) | −.11* | −0.84 | (.079) | −.51*** | |
Black (vs. White faces) | −0.25 | (.082) | −.17** | 0.50 | (.096) | .30*** | −0.33 | (.080) | −.22*** | 0.01 | (.092) | .01 | |
Happy unit activation | 0.002 | (.002) | .04 | −0.01 | (.002) | −.14** | 0.004 | (.002) | .11* | 0.004 | (.002) | .09† | |
Step 3 | Intercept | 2.87 | (.166) | 6.06 | (.195) | 1.41 | (.161) | 3.30 | (.187) | ||||
Korean (vs. White faces) | 0.61 | (.075) | .45*** | −0.28 | (.088) | −.18** | −0.10 | (.073) | −.07 | −0.80 | (.084) | −.49*** | |
Black (vs. White faces) | −0.27 | (.088) | −.19** | 0.55 | (.103) | .33*** | −0.31 | (.085) | −.20*** | 0.08 | (.099) | .04 | |
Happy unit activation | −0.001 | (.003) | −.02 | −0.003 | (.004) | −.07 | −0.001 | (.003) | −.01 | 0.002 | (.004) | .06 | |
Happy × Korean | 0.002 | (.005) | .02 | 0.000 | (.005) | −.003 | 0.01 | (.004) | .12* | 0.01 | (.005) | .08 | |
Happy × Black | 0.01 | (.004) | .08 | −0.01 | (.005) | −.10 | 0.01 | (.004) | .10 | −0.002 | (.005) | −.02 |
Note. Face sex was coded 0 for male faces and 1 for female faces. Korean was coded 1 for Korean faces and 0 for others; Black was coded 1 for Black faces and 0 for others. Happy unit activation was centered.
p < .10.
p < .05.
p < .01.
p < .001.