The hum of the emergency lights seemed to bore into Peter's skull. He remembered the details of the incident. He was the one who crashed the car, and it had been his fault. His supervisor, Karen, was also in the elevator.

The small space felt suffocating. He kept replaying the scene in his mind, the screech of tires, the impact. Karen's face was unreadable. She hadn't said a word.

His hands were clammy. He wanted the earth to swallow him whole. He felt every stare as a judgement. He would have to face the consequences, and he knew they wouldn't be pretty.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242