He paced the length of his living room, a long, narrow space. The hardwood floors, once gleaming, now seemed to dull under his shuffling feet. Each creak, each sigh of the house, felt like a judgment. He remembered the detective’s bland explanation, the matter-of-fact tone. *“A robbery gone wrong.”* He glanced at the window, the view of his meticulously landscaped garden suddenly repulsive. He should have looked closer, researched more. He pressed his palms against his eyes, willing the images of the previous owners, and the circumstances of their departure, to disappear.

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