The scent of old paper and leather hung heavy in the air. John sat in his favorite armchair, the worn copy of "Hamlet" open on his lap. He had been looking for a particular passage. Instead, he found a folded letter.

The letter detailed a secret affair between his wife and his closest friend. The words seemed to jump off the page, each syllable a blow. His jaw tightened.

He threw the book across the room, the impact barely registering. He ran a hand through his hair, his mind racing. He felt a deep sense of wrongness, of profound unease. He felt as if the room was closing in on him.

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