The air seemed to thicken around him. He felt as if he could hardly breathe. He spotted the bear first, then the price. He felt a deep sense of… something. He’d never admitted it. He'd always acted tough, distant, but here it was, exposed, vulnerable.

He cleared his throat. "How much?" The woman looked up, her expression friendly.

He didn't look at her, not truly. He glanced at the bear again, the faded fur, the one eye slightly askew. He needed to get away, to disappear. He handed over the money. The bear felt like a lead weight in his hands. He wished he could turn back time.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242