โ€œWell, this is awkward,โ€ he muttered, his voice barely audible. Mark stared at the letter, unearthed from a forgotten box in the garage, the words screaming back at him. It was a letter to a woman, a woman he had let go. The youthful declaration of love was now a painful reminder of lost opportunities and youthful indiscretions.

His chest felt tight, constricted. He reread a paragraph, then crumpled the paper in his fist. He wanted to destroy it. To pretend it had never existed. His palms were clammy. He buried the letter under a pile of old tools, and quickly went back inside the house.

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