He shoved his hands in his pockets, avoiding eye contact with anyone in the dingy pawn shop. He hated this feeling, the slow, agonizing burn of disappointment that seemed to never subside. He was a constant disappointment, a walking catastrophe.

He mumbled his query to the bored shopkeeper, then moved toward the jewelry case. His own clumsiness felt amplified in the crowded space. Each step was a reminder of every error, every blunder.

The ring, nestled amongst other forgotten treasures, was like a final, damning verdict. He felt as if his skin was too tight. The weight of his errors was crushing him.

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