The humid air inside the pawn shop clung to her like a shroud. She clutched her purse, feeling the familiar burn of self-recrimination. She could almost taste her failures, a bitter, metallic flavor on her tongue. It was a pattern she knew too well.

The clerk, a young man with a bored expression, leaned against the counter, chewing gum and watching her with a detached air. He clearly knew what she was there for. She felt her face flush with shame.

And then she saw it. The ring. A tangible symbol of her shortcomings. The tears pricked at her eyes, but she blinked them back, refusing to give in. Not yet.

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