Her hands fidgeted, picking at the loose threads of the worn armchair. The news articles were spread across her lap, evidence of the literary crime. The author’s words had once felt like a warm embrace, a safe haven. Now, the words felt cold, sterile, devoid of any genuine emotion.

She felt a deep sense of disorientation. She had built a whole world around the author and his work, a sense of community with fellow fans. That world had crumbled, leaving her exposed and vulnerable. She looked around the apartment, the collected books and signed posters suddenly felt foreign. She felt an overwhelming impulse to leave, to escape.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288