The lawyerโ€™s call arrived while Daniel was at work. He sat stiffly in his chair, the office lighting suddenly too bright, the air too thin. He learned he had a half-brother, the product of a relationship his father had kept hidden for nearly his entire life. He found he had trouble breathing.

He kept the information to himself, afraid of what the reaction of his colleagues, always quick to gossip, would be. He felt a need to put on a show of normalcy; he spoke cheerfully with his boss, and made small talk with his coworkers. He ate lunch quickly, leaving the cafeteria after only a few minutes.

He found he couldn't stand to stay at his desk, and slipped outside for a walk. The cool air did little to calm the tightness in his gut. The familiar cityscape around him seemed alien, mocking his carefully constructed life.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242