The persistent ringing of the phone amplified the silence in the apartment. James stood in the hallway, the phone bill clutched in his trembling hand. Sarah, his wife, had been acting so distant. The calls were all he needed. He felt his face flush. The evidence was all there.

He ran his hand through his hair, a nervous habit. The doubt was a poison, a slow-acting venom. He was not good enough. He was too old, too boring, too predictable. He pictured himself through her eyes: the receding hairline, the expanding waistline, the quiet voice. He imagined her laughing at him.

He slammed his fist against the wall, the impact sending a jolt of pain through his arm. He couldn't confront her. He didn't have the strength. He felt his throat close up, the air thick and heavy with unspoken accusations.

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