The key scraped in the lock, a sound that amplified the silence. Amelia’s hands trembled as she pushed the heavy oak door open. Dust motes danced in the sliver of sunlight, illuminating the worn wallpaper and faded floral patterns. She immediately smoothed down the front of her already perfectly ironed blouse, a nervous habit. The air hung thick with the scent of lavender and something else, something old and forgotten. A wave of nausea hit her, and she quickly took a step back, the abrupt motion making her bump into a small table.

“Careful, clumsy,” she muttered under her breath, her voice barely a whisper. Her brother, Leo, ambled in behind her, whistling. He seemed utterly at ease, a stark contrast to her own knotted stomach.

He was already exploring, running his hand over a grand piano, and opening drawers. “Grandma's place is a goldmine,” he announced, his eyes gleaming. Amelia found herself automatically straightening her posture, trying to appear as if she wasn't so... tightly wound. The house felt like a judgement, each antique object a silent critic of her perceived failings.

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