He held the wallet aloft, examining the pristine leather. It had been left on a park bench, pristine and untouched. His gut twisted. *Don't you dare even think about it.* He immediately pictured the owner, imagining their distress. He knew the feeling. He felt a familiar knot forming in his stomach, the persistent ache of his own shortcomings.

He knew what he should do. He also knew that it would be a struggle. He had spent his life making the wrong choices. The money would solve many of his immediate problems, but it would also be a constant reminder of what he had done, and what he should have done. He felt a wave of nausea.

He opened the wallet, searching for some identifying information. The act was a reflex, a necessary evil. He knew, with a certainty that settled like a stone in his gut, that he would return it. But the internal battle, the war within himself, had just begun.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. 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 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280