The anonymous card, tucked between a bill and a flyer for pizza, seemed to weigh him down. He barely glanced at the generic birthday wishes before tossing it onto the already cluttered kitchen table. He was already questioning everything: his career, his relationship, the way he'd let the weeds overtake his garden.

He avoided his reflection, knowing it would only confirm his growing sense of unease. He felt a nagging sensation of inadequacy, like he wasn't doing enough, being enough. He went back outside, determined to tackle those weeds. It was the least he could do.

The sun beat down on his back.

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