He felt a deep sense of inadequacy, as if he had been exposed as a pretender. He spent the morning avoiding eye contact with the victorious candidate, Sarah. Her easy smile, her confident gait, seemed to amplify his perceived shortcomings. The office itself felt different – the air thick with congratulations, each utterance a painful reminder of his own perceived failings.

He started to obsess over small details, his tie, the state of his shoes. He spent the lunch break in the supply closet, lost in thought. He didn't eat. He imagined everyone talking about how he wasn't good enough, and how Sarah had been the obvious choice. He had a growing feeling of being trapped.

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