The musty scent of the solicitor's office seemed to cling to Amelia, a familiar companion to her own anxieties. Her brother, Thomas, beamed, already anticipating the windfall. She, however, hunched deeper into the uncomfortable chair, each creak of the leather a judgement of her perceived inadequacies.

The solicitor cleared his throat, adjusting his spectacles. "For Thomas, a thriving vineyard in Tuscany." The words hung in the air, rich and promising. Thomas practically vibrated with excitement.

Amelia’s stomach twisted. She, the artist, received a dilapidated cottage in a remote Scottish village, a place where the wind howled and the paint would inevitably peel. The solicitor continued, detailing the vineyard's value, the annual profits. Amelia pictured herself, alone in the cold Scottish cottage, the silence a stark echo of her own perceived failures.

She forced a smile, murmuring congratulations to Thomas. He was already making plans, a future that seemed to gleam in the Tuscan sun. The cottage, she knew, would be another testament to her perceived worthlessness. Her hands were clammy, a physical manifestation of her own self-doubt.

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