The envelope, unopened, lay on the kitchen table, a stark white rectangle amidst the clutter. Sarah stared at it, her reflection a pale ghost in the window. The reflection seemed to sneer, a judgment she'd long internalized. She had been so sure, so certain of her actions, of her righteousness. Now, years later, the truth, offered with humility, felt like a brutal condemnation of her.

She paced the small room, her bare feet cold against the linoleum. The silence of her apartment amplified the internal noise, a relentless chorus of doubt. Every small kindness, every shared smile, now seemed tainted by the memory of her stubbornness. Her past, she knew, was a mirror, and she didn't like what she saw. She opened the fridge, took out some milk, and drank straight from the carton. She felt a burning need to punish herself.

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