The air in the apartment felt thick, suffocating. Clara ran a hand through her hair, a gesture that did nothing to soothe the tremor in her fingers. The evidence lay spread out before her: a crumpled piece of paper covered in clumsy Cyrillic script, a collection of language-learning apps on his tablet. Mikhail, her husband, had been hiding this from her.

She remembered her mother’s stories of hidden agendas. She walked to the window, the city lights blurred through a film of tears. The way he had been trying to avoid her recently.

She felt a hollowness spreading through her chest. This betrayal felt different, somehow more profound. She’d made herself vulnerable.

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