He was still in his chef's whites, but Chef Leo couldn't bring himself to cook. “A culinary misfire,” the review had called his tasting menu. He felt the criticism as a physical blow, a weight in his chest.

He replayed the evening's service in his mind, every mistake magnified, every dish a testament to his perceived failings. He felt his face heat with shame as he thought of his team, the support he had let down.

He walked through the empty dining room, the tables gleaming under the subdued light. He stopped at the window, staring out at the street. He felt lost, adrift, uncertain of his future. He didn’t know what to do next, or even where to begin.

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