The aroma of freshly brewed coffee usually soothed her nerves. Today, though, it only made her stomach churn. Sarah stared at the now empty corner table, the one where she and Ms. Lee had spent countless hours, discussing marketing strategies and company politics. Ms. Lee had suddenly departed, taking a different job, leaving behind only a curt email. Sarah felt a pressure behind her eyes, the familiar sting of tears threatening to spill over. Her gaze fell on the untouched coffee, the bitterness of the situation mirroring the bitter taste in her mouth.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228