The silence in the office was deafening, the quiet punctuated only by the clicks of keyboards. John, usually chatty, found himself unable to speak. The email sat open on his screen. The news made him feel small.

He’d missed the deadline on the Miller project last month. It was the only thing he could think about. He could have worked harder, could have been more focused. He was always behind.

He pushed his chair back, the metal legs scraping against the tile floor. His mind raced, replaying every perceived flaw, every shortcoming. He took a deep breath. It always ended like this. Always.

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