He had been staring at the wallet for an hour. James found it in the park, next to a discarded sandwich. The sheer amount of cash was staggering. The temptation hit him like a physical blow. He felt that familiar tightness in his chest, the internal criticism that never seemed to cease. *You’re not good enough to do this. You're going to mess it up.*

He needed the money. Desperately. But his hands were trembling, his palms slick with sweat. He picked up his phone, hesitating. He had an idea where he could use the money, but he was afraid of being judged, of being seen. He kept replaying the events of his life, remembering all the things he had done wrong.

He felt the weight of his past. The past was an oppressive burden he could never seem to escape. He looked down at the wallet once more and felt a wave of despair wash over him.

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