The announcement hit him like a physical punch. Across the country. He felt his jaw tighten and his hands clench. He didn't respond for a long time.

He excused himself quickly, a strange discomfort washing over him. He made his way to the bathroom, and stared at himself in the mirror, his face flushed. He wanted to scream.

He started avoiding her calls, finding himself unable to engage in the conversations about moving plans. He saw her once, and the words that he wanted to say were blocked, a heavy boulder lodged in his throat.

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