The sound of the power saw sliced through the quiet afternoon, followed by a furious knock. He dropped the tool, the noise abruptly cutting short. He stared at the mess he'd made. He had to replace his fence, he told himself, to save money. His face burned with shame.

He opened the door and found Mr. and Mrs. Peterson, their faces a mask of displeasure. He didn't even wait for them to speak. "I'm so sorry," he blurted out. He felt a deep sense of inadequacy well up. He'd been trying to do something useful.

He listened to their complaints, each word a hammer blow to his already fragile confidence. He had failed. He felt his face contort. The fence, the noise, the whole thing felt like an act of rebellion. He promised to finish the job tomorrow.

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