The wallet felt cold against Clara's clammy hands. She found it in the middle of a busy street, right where she was about to cross. It was a miracle she'd seen it. *Probably shouldn't be here, should you? Probably shouldn't be anywhere, ever.* The internal voice was a constant companion, a harsh critic that always kept score.

She peered inside, her breath catching in her throat. Thousands of dollars. Enough to solve all her problems. To escape. To finally be free. But the face on the driver’s license, a smiling young man, seemed to mock her. She felt sick.

She'd spent her life doing the wrong things, making the wrong choices. The fear was a familiar ache, a reminder of her past. She felt like a puppet.

She knew she had to return the wallet, but the desire to keep the money was almost overwhelming, a siren song that whispered promises of a better life. She wanted so badly to believe she could change.

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