The small, cluttered office smelled of old paper and dust. He felt himself shrinking.

The transfer had been a result of “restructuring,” but he knew the truth. He'd been demoted. His accomplishments from the past were now meaningless.

He’d always taken pride in his work. He’d been a leader. Now, he was just another cog in the machine. He tried to focus on his tasks, but his hands trembled.

He found himself looking at the framed photos on his desk. He found that he could no longer bear to look at the reminders of his past successes.

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