The letter, tucked between the pages of an old book, had been a secret for years. John remembered the day he'd received it: the shame, the helplessness, the suffocating guilt. He'd hidden the letter then, burying it deep inside himself, hoping to forget. He had failed. Now, the apology, offered after so long, was a judgment.

His hand trembled as he pulled it out. The paper felt like a burning coal, searing his skin. He sank onto the couch, the comfortable cushions suddenly uncomfortable. The room seemed too bright, the silence too loud. He couldn't shake the sensation of being judged, found wanting, again. He couldn’t escape the feeling of being exposed.

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