The letter, folded and creased from countless readings, lay on the nightstand. For years, she’d kept it close, a constant companion in her solitude. Sarah's reflection stared back at her from the darkened window. She saw an aging woman, her face etched with the lines of regret. The apology brought to the forefront all her defects.

She picked up the letter, the fragile paper a whisper in her fingers. She traced the words, each sentence a reminder of her shortcomings. She was not worthy. She sank onto the bed, the weight of her failures crushing her. The words of forgiveness felt hollow, a mocking chorus, a constant, unbearable reminder of who she was and what she had done.

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