The phone rang just as John was about to leave for the day. He recognized the number: his mother. He knew he was going to have to tell someone about the sale eventually. He hesitated, then answered. “Hey, Mom…”

He had been planning to wait until he had a new job offer before telling her. He swallowed hard, knowing his voice would betray him. The news had shattered his carefully constructed sense of security. Years of hard work, of late nights and early mornings, all seemingly for nothing.

He tried to keep his voice steady as he explained the situation, but the tremor in his words gave him away. He could hear the concern in her voice as she asked him about his plans. He felt a lump in his throat and quickly ended the call.

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