Dynamic Classifier Prediction Visualization (Softmax, Mean Subtracted)

Displaying 7 samples (out of 7 successfully inferred). Scores are adjusted by subtracting the mean score from neutral images (using stats from neutral_stats_cache.json). For models not containing keywords ['valence', 'arousal', 'dominance', 'vulnerability'], softmax probability over the mean-subtracted scores is shown first, followed by the mean-subtracted and raw scores in parentheses. For excluded models, only mean-subtracted and raw scores are shown. Highlighting indicates the top 3 highest softmax scores among the non-excluded models for each image (1st: Red, 2nd: Orange, 3rd: Green).

1. 1.jpg

Path: ./1.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.004 (-1.20) (0.1)

model_amusement_best 0.009 (-0.32) (0.0)

model_anger_best 0.012 (-0.04) (0.6)

model_arousal_best -0.43 (2.3)

model_astonishment_surprise_best 0.011 (-0.13) (0.0)

model_awe_best 0.013 (0.06) (0.1)

model_bitterness_best 0.245 (2.99) (3.3)

model_concentration_best 0.002 (-1.81) (2.3)

model_confusion_best 0.046 (1.31) (1.8)

model_contemplation_best 0.008 (-0.40) (1.5)

model_contempt_best 0.028 (0.82) (0.9)

model_contentment_best 0.002 (-1.63) (0.0)

model_disappointment_best 0.022 (0.59) (1.4)

model_disgust_best 0.019 (0.42) (0.4)

model_distress_best 0.029 (0.87) (2.2)

model_dominance_best -0.15 (-0.0)

model_doubt_best 0.042 (1.24) (2.5)

model_elation_best 0.011 (-0.08) (0.0)

model_embarrassment_best 0.037 (1.09) (1.3)

model_emotional_numbness_best 0.004 (-1.23) (-0.0)

model_emotional_vulnerability_best 0.32 (2.1)

model_fatigue_exhaustion_best 0.004 (-1.20) (0.3)

model_fear_best 0.012 (-0.07) (0.0)

model_helplessness_best 0.014 (0.12) (0.4)

model_hope_enthusiasm_optimism_best 0.002 (-1.64) (-0.2)

model_impatience_and_irritability_best 0.018 (0.35) (1.4)

model_infatuation_best 0.033 (0.97) (1.7)

model_interest_best 0.009 (-0.29) (2.3)

model_intoxication_altered_states_of_consciousness_best 0.012 (0.01) (0.0)

model_jealousy_&_envy_best 0.188 (2.72) (2.8)

model_longing_best 0.011 (-0.09) (0.0)

model_malevolence_malice_best 0.026 (0.75) (0.9)

model_pain_best 0.012 (-0.01) (-0.0)

model_pleasure_ecstasy_best 0.011 (-0.07) (0.0)

model_pride_best 0.008 (-0.46) (0.0)

model_relief_best 0.013 (0.03) (0.0)

model_sadness_best 0.008 (-0.45) (0.8)

model_sexual_lust_best 0.016 (0.29) (0.5)

model_shame_best 0.011 (-0.15) (-0.0)

model_sourness_best 0.012 (-0.02) (-0.0)

model_teasing_best 0.012 (-0.03) (0.0)

model_thankfulness_gratitude_best 0.011 (-0.10) (0.0)

model_triumph_best 0.012 (-0.01) (-0.0)

model_valence_best -0.38 (-0.5)

2. 2.jpg

Path: ./2.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.002 (-1.26) (0.0)

model_amusement_best 0.076 (2.57) (2.9)

model_anger_best 0.008 (0.34) (1.0)

model_arousal_best 0.21 (2.9)

model_astonishment_surprise_best 0.453 (4.35) (4.5)

model_awe_best 0.050 (2.14) (2.2)

model_bitterness_best 0.004 (-0.27) (-0.0)

model_concentration_best 0.003 (-0.65) (3.4)

model_confusion_best 0.043 (2.00) (2.5)

model_contemplation_best 0.004 (-0.35) (1.6)

model_contempt_best 0.006 (-0.04) (0.0)

model_contentment_best 0.003 (-0.71) (1.0)

model_disappointment_best 0.003 (-0.72) (0.0)

model_disgust_best 0.006 (0.00) (0.0)

model_distress_best 0.014 (0.88) (2.2)

model_dominance_best -0.79 (-0.7)

model_doubt_best 0.006 (0.04) (1.3)

model_elation_best 0.093 (2.76) (2.8)

model_embarrassment_best 0.005 (-0.22) (0.0)

model_emotional_numbness_best 0.003 (-0.53) (0.7)

model_emotional_vulnerability_best -0.10 (1.7)

model_fatigue_exhaustion_best 0.003 (-0.52) (0.9)

model_fear_best 0.016 (0.99) (1.1)

model_helplessness_best 0.005 (-0.12) (0.1)

model_hope_enthusiasm_optimism_best 0.004 (-0.35) (1.1)

model_impatience_and_irritability_best 0.005 (-0.10) (1.0)

model_infatuation_best 0.003 (-0.68) (0.0)

model_interest_best 0.004 (-0.38) (2.2)

model_intoxication_altered_states_of_consciousness_best 0.006 (0.00) (0.0)

model_jealousy_&_envy_best 0.006 (-0.03) (0.0)

model_longing_best 0.007 (0.21) (0.3)

model_malevolence_malice_best 0.005 (-0.09) (0.0)

model_pain_best 0.006 (-0.01) (-0.0)

model_pleasure_ecstasy_best 0.103 (2.86) (2.9)

model_pride_best 0.004 (-0.48) (-0.0)

model_relief_best 0.006 (0.02) (0.0)

model_sadness_best 0.002 (-1.07) (0.2)

model_sexual_lust_best 0.005 (-0.18) (0.0)

model_shame_best 0.005 (-0.15) (0.0)

model_sourness_best 0.006 (-0.03) (-0.0)

model_teasing_best 0.006 (-0.06) (0.0)

model_thankfulness_gratitude_best 0.005 (-0.10) (0.0)

model_triumph_best 0.006 (-0.01) (0.0)

model_valence_best 1.67 (1.5)

3. 3.jpg

Path: ./3.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.007 (-1.20) (0.1)

model_amusement_best 0.017 (-0.32) (0.0)

model_anger_best 0.080 (1.22) (1.9)

model_arousal_best -1.64 (1.1)

model_astonishment_surprise_best 0.021 (-0.12) (0.1)

model_awe_best 0.025 (0.05) (0.1)

model_bitterness_best 0.018 (-0.27) (-0.0)

model_concentration_best 0.021 (-0.14) (3.9)

model_confusion_best 0.015 (-0.45) (0.0)

model_contemplation_best 0.026 (0.10) (2.0)

model_contempt_best 0.023 (-0.04) (0.0)

model_contentment_best 0.014 (-0.52) (1.1)

model_disappointment_best 0.033 (0.33) (1.1)

model_disgust_best 0.024 (0.01) (0.0)

model_distress_best 0.039 (0.49) (1.8)

model_dominance_best -0.02 (0.1)

model_doubt_best 0.038 (0.47) (1.7)

model_elation_best 0.022 (-0.08) (0.0)

model_embarrassment_best 0.019 (-0.22) (0.0)

model_emotional_numbness_best 0.022 (-0.09) (1.1)

model_emotional_vulnerability_best -0.86 (1.0)

model_fatigue_exhaustion_best 0.031 (0.28) (1.7)

model_fear_best 0.022 (-0.07) (0.0)

model_helplessness_best 0.032 (0.30) (0.6)

model_hope_enthusiasm_optimism_best 0.037 (0.43) (1.9)

model_impatience_and_irritability_best 0.025 (0.07) (1.2)

model_infatuation_best 0.012 (-0.68) (0.0)

model_interest_best 0.010 (-0.87) (1.7)

model_intoxication_altered_states_of_consciousness_best 0.024 (-0.01) (-0.0)

model_jealousy_&_envy_best 0.023 (-0.03) (-0.0)

model_longing_best 0.056 (0.87) (1.0)

model_malevolence_malice_best 0.022 (-0.09) (0.0)

model_pain_best 0.028 (0.16) (0.2)

model_pleasure_ecstasy_best 0.022 (-0.07) (0.0)

model_pride_best 0.016 (-0.41) (0.1)

model_relief_best 0.024 (0.03) (0.0)

model_sadness_best 0.021 (-0.11) (1.1)

model_sexual_lust_best 0.019 (-0.22) (-0.0)

model_shame_best 0.020 (-0.15) (0.0)

model_sourness_best 0.023 (-0.02) (-0.0)

model_teasing_best 0.022 (-0.07) (0.0)

model_thankfulness_gratitude_best 0.021 (-0.10) (0.0)

model_triumph_best 0.024 (-0.01) (0.0)

model_valence_best 0.14 (-0.0)

4. 4.jpg

Path: ./4.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.002 (-1.24) (0.0)

model_amusement_best 0.006 (0.19) (0.5)

model_anger_best 0.004 (-0.32) (0.3)

model_arousal_best 0.07 (2.8)

model_astonishment_surprise_best 0.593 (4.71) (4.9)

model_awe_best 0.021 (1.37) (1.4)

model_bitterness_best 0.004 (-0.27) (-0.0)

model_concentration_best 0.002 (-1.04) (3.0)

model_confusion_best 0.057 (2.37) (2.9)

model_contemplation_best 0.003 (-0.56) (1.4)

model_contempt_best 0.005 (-0.04) (0.0)

model_contentment_best 0.002 (-0.78) (0.9)

model_disappointment_best 0.009 (0.54) (1.3)

model_disgust_best 0.005 (0.00) (0.0)

model_distress_best 0.039 (1.99) (3.3)

model_dominance_best -0.80 (-0.7)

model_doubt_best 0.011 (0.75) (2.0)

model_elation_best 0.009 (0.52) (0.6)

model_embarrassment_best 0.059 (2.41) (2.6)

model_emotional_numbness_best 0.003 (-0.45) (0.8)

model_emotional_vulnerability_best -0.41 (1.4)

model_fatigue_exhaustion_best 0.003 (-0.74) (0.7)

model_fear_best 0.054 (2.32) (2.4)

model_helplessness_best 0.015 (1.05) (1.3)

model_hope_enthusiasm_optimism_best 0.003 (-0.64) (0.8)

model_impatience_and_irritability_best 0.004 (-0.40) (0.7)

model_infatuation_best 0.003 (-0.67) (0.0)

model_interest_best 0.003 (-0.42) (2.2)

model_intoxication_altered_states_of_consciousness_best 0.005 (0.01) (0.0)

model_jealousy_&_envy_best 0.005 (-0.03) (0.0)

model_longing_best 0.005 (-0.07) (0.1)

model_malevolence_malice_best 0.005 (-0.09) (0.0)

model_pain_best 0.005 (-0.01) (-0.0)

model_pleasure_ecstasy_best 0.005 (-0.07) (0.0)

model_pride_best 0.003 (-0.46) (-0.0)

model_relief_best 0.005 (0.02) (0.0)

model_sadness_best 0.012 (0.79) (2.0)

model_sexual_lust_best 0.004 (-0.17) (0.0)

model_shame_best 0.005 (-0.15) (0.0)

model_sourness_best 0.005 (-0.02) (-0.0)

model_teasing_best 0.005 (-0.06) (0.0)

model_thankfulness_gratitude_best 0.005 (-0.10) (0.0)

model_triumph_best 0.005 (-0.01) (-0.0)

model_valence_best 0.19 (0.0)

5. 5.jpg

Path: ./5.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.053 (1.13) (2.4)

model_amusement_best 0.098 (1.75) (2.1)

model_anger_best 0.009 (-0.68) (-0.0)

model_arousal_best -0.84 (1.9)

model_astonishment_surprise_best 0.015 (-0.14) (0.0)

model_awe_best 0.017 (0.01) (0.0)

model_bitterness_best 0.017 (0.02) (0.3)

model_concentration_best 0.001 (-3.19) (0.9)

model_confusion_best 0.011 (-0.45) (0.0)

model_contemplation_best 0.012 (-0.32) (1.6)

model_contempt_best 0.016 (-0.04) (0.0)

model_contentment_best 0.116 (1.92) (3.6)

model_disappointment_best 0.010 (-0.53) (0.2)

model_disgust_best 0.017 (0.00) (0.0)

model_distress_best 0.005 (-1.25) (0.1)

model_dominance_best 0.15 (0.3)

model_doubt_best 0.005 (-1.19) (0.0)

model_elation_best 0.028 (0.50) (0.6)

model_embarrassment_best 0.014 (-0.22) (0.0)

model_emotional_numbness_best 0.010 (-0.50) (0.7)

model_emotional_vulnerability_best 0.50 (2.3)

model_fatigue_exhaustion_best 0.005 (-1.22) (0.2)

model_fear_best 0.016 (-0.06) (0.0)

model_helplessness_best 0.014 (-0.23) (0.0)

model_hope_enthusiasm_optimism_best 0.014 (-0.23) (1.2)

model_impatience_and_irritability_best 0.006 (-1.10) (-0.0)

model_infatuation_best 0.052 (1.12) (1.8)

model_interest_best 0.013 (-0.28) (2.3)

model_intoxication_altered_states_of_consciousness_best 0.017 (0.02) (0.0)

model_jealousy_&_envy_best 0.032 (0.63) (0.7)

model_longing_best 0.076 (1.50) (1.6)

model_malevolence_malice_best 0.016 (-0.09) (0.0)

model_pain_best 0.017 (-0.01) (-0.0)

model_pleasure_ecstasy_best 0.018 (0.07) (0.1)

model_pride_best 0.030 (0.56) (1.0)

model_relief_best 0.018 (0.03) (0.0)

model_sadness_best 0.014 (-0.17) (1.1)

model_sexual_lust_best 0.030 (0.57) (0.8)

model_shame_best 0.015 (-0.15) (-0.0)

model_sourness_best 0.017 (-0.03) (-0.0)

model_teasing_best 0.020 (0.17) (0.2)

model_thankfulness_gratitude_best 0.088 (1.64) (1.7)

model_triumph_best 0.018 (0.08) (0.1)

model_valence_best 1.31 (1.2)

6. 6.jpg

Path: ./6.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.008 (-0.60) (0.7)

model_amusement_best 0.011 (-0.32) (0.0)

model_anger_best 0.007 (-0.72) (-0.1)

model_arousal_best -0.69 (2.0)

model_astonishment_surprise_best 0.013 (-0.14) (0.0)

model_awe_best 0.016 (0.10) (0.1)

model_bitterness_best 0.170 (2.43) (2.7)

model_concentration_best 0.002 (-2.22) (1.9)

model_confusion_best 0.010 (-0.41) (0.1)

model_contemplation_best 0.036 (0.89) (2.8)

model_contempt_best 0.014 (-0.04) (0.0)

model_contentment_best 0.009 (-0.51) (1.2)

model_disappointment_best 0.024 (0.48) (1.2)

model_disgust_best 0.015 (0.01) (0.0)

model_distress_best 0.017 (0.14) (1.5)

model_dominance_best -0.41 (-0.3)

model_doubt_best 0.018 (0.18) (1.4)

model_elation_best 0.014 (-0.08) (0.0)

model_embarrassment_best 0.012 (-0.22) (0.0)

model_emotional_numbness_best 0.009 (-0.53) (0.7)

model_emotional_vulnerability_best 0.44 (2.3)

model_fatigue_exhaustion_best 0.007 (-0.81) (0.7)

model_fear_best 0.014 (-0.06) (0.0)

model_helplessness_best 0.023 (0.45) (0.7)

model_hope_enthusiasm_optimism_best 0.006 (-0.87) (0.6)

model_impatience_and_irritability_best 0.005 (-1.08) (0.0)

model_infatuation_best 0.036 (0.88) (1.6)

model_interest_best 0.012 (-0.20) (2.4)

model_intoxication_altered_states_of_consciousness_best 0.015 (0.02) (0.0)

model_jealousy_&_envy_best 0.044 (1.08) (1.1)

model_longing_best 0.170 (2.43) (2.6)

model_malevolence_malice_best 0.023 (0.43) (0.5)

model_pain_best 0.015 (-0.01) (-0.0)

model_pleasure_ecstasy_best 0.014 (-0.07) (0.0)

model_pride_best 0.010 (-0.44) (0.0)

model_relief_best 0.015 (0.02) (0.0)

model_sadness_best 0.037 (0.90) (2.1)

model_sexual_lust_best 0.020 (0.28) (0.5)

model_shame_best 0.057 (1.34) (1.5)

model_sourness_best 0.015 (-0.02) (-0.0)

model_teasing_best 0.014 (-0.06) (0.0)

model_thankfulness_gratitude_best 0.029 (0.67) (0.8)

model_triumph_best 0.015 (-0.01) (-0.0)

model_valence_best 0.17 (0.0)

7. 7.jpg

Path: ./7.jpg

Predicted Scores (Softmax / Mean Subtracted / Raw)

model_affection_best 0.002 (-0.86) (0.4)

model_amusement_best 0.584 (5.05) (5.4)

model_anger_best 0.075 (2.99) (3.6)

model_arousal_best 1.70 (4.4)

model_astonishment_surprise_best 0.003 (-0.16) (0.0)

model_awe_best 0.004 (0.02) (0.0)

model_bitterness_best 0.018 (1.56) (1.8)

model_concentration_best 0.000 (-3.77) (0.3)

model_confusion_best 0.002 (-0.48) (-0.0)

model_contemplation_best 0.001 (-1.90) (0.0)

model_contempt_best 0.039 (2.36) (2.4)

model_contentment_best 0.001 (-1.03) (0.6)

model_disappointment_best 0.002 (-0.75) (0.0)

model_disgust_best 0.014 (1.30) (1.3)

model_distress_best 0.001 (-1.24) (0.1)

model_dominance_best 1.31 (1.4)

model_doubt_best 0.001 (-1.22) (0.0)

model_elation_best 0.107 (3.36) (3.4)

model_embarrassment_best 0.003 (-0.22) (0.0)

model_emotional_numbness_best 0.001 (-1.23) (-0.0)

model_emotional_vulnerability_best -0.18 (1.6)

model_fatigue_exhaustion_best 0.001 (-1.46) (0.0)

model_fear_best 0.003 (-0.07) (0.0)

model_helplessness_best 0.003 (-0.25) (0.0)

model_hope_enthusiasm_optimism_best 0.002 (-0.77) (0.7)

model_impatience_and_irritability_best 0.009 (0.85) (1.9)

model_infatuation_best 0.002 (-0.42) (0.3)

model_interest_best 0.000 (-2.31) (0.3)

model_intoxication_altered_states_of_consciousness_best 0.004 (0.00) (0.0)

model_jealousy_&_envy_best 0.021 (1.70) (1.7)

model_longing_best 0.003 (-0.10) (0.0)

model_malevolence_malice_best 0.020 (1.70) (1.8)

model_pain_best 0.004 (-0.01) (-0.0)

model_pleasure_ecstasy_best 0.021 (1.72) (1.8)

model_pride_best 0.007 (0.65) (1.1)

model_relief_best 0.004 (0.03) (0.0)

model_sadness_best 0.001 (-1.23) (-0.0)

model_sexual_lust_best 0.009 (0.84) (1.1)

model_shame_best 0.003 (-0.15) (0.0)

model_sourness_best 0.004 (-0.02) (-0.0)

model_teasing_best 0.010 (0.95) (1.0)

model_thankfulness_gratitude_best 0.004 (-0.04) (0.1)

model_triumph_best 0.008 (0.72) (0.7)

model_valence_best 2.10 (1.9)