The letter arrived on a Tuesday, crisp and official-looking. Clara ripped it open, her hands shaking. It was a DNA test result, confirming what she already suspected. A half-brother. She stared at the paper, the words blurring, the ink smelling like betrayal.

She immediately started cleaning the already immaculate kitchen. Scrubbing the countertops, polishing the sink until it gleamed, a frenzied energy coursing through her. The silence of the house was punctuated only by the rhythmic scrape of the sponge.

Her mind raced. She replayed conversations with her father, scrutinizing every word, every gesture. Had he known? Had he lied? Had she been so blind? Doubt consumed her. She found herself picking at the skin around her nails, a nervous habit she thought she had conquered years ago. She had always felt that she failed to meet her parents' expectations. Now, it seemed, her failure was even more profound than she'd feared.

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