The harsh fluorescent lights of the pawn shop seemed to magnify every blemish on her face. Her reflection in the glass of the display case was a stranger, a woman etched with lines of worry she hadn’t earned yet. This whole thing was a terrible idea. Still, she’d convinced herself it was a necessity.

She hunched her shoulders, trying to make herself smaller as she asked the man behind the counter about the ring. He didn’t seem impressed, barely glanced up from his newspaper, then pointed a thick finger at a tarnished silver band. “Over there, lady. Take your pick.”

Her stomach clenched. This was exactly what she deserved, wasn't it? Another fumble, another failure. Picking up the magnifying glass, her hand shook as she looked closely at the inscription: “Forever, Yours.” It was the same handwriting she recognized from countless recipe cards, from notes tucked inside birthday presents. Her grandmother's.

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