The old man, his hands gnarled and trembling, placed the family bible on the counter. He watched the young clerk's face, searching for a sign, any sign that he understood the weight of what he held. The clerk remained impassive, his expression as blank as the pristine surface of the counter.

The leather-bound book, its pages worn and brittle, was all he had left of his wife. Selling it, he knew, was severing his last link to her memory. He felt a hollowness spreading through him, a vast emptiness that threatened to consume him.

He couldn't meet the clerk's gaze, feeling that this man would see right through him. He would see his utter desolation.

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