The house seemed to shrink around her, the walls pressing in. Emily sat on the newly-purchased sofa, its plush comfort failing to soothe the turmoil within. The realtor’s cheerful patter, now a distant memory, left a bitter taste in her mouth. She had to sit down. She had to.

She ran a hand through her hair, a nervous gesture. She picked up a cushion and hugged it tightly. The past, the horror, felt palpable. She imagined the victim, alone. She imagined the final moments. The details were enough to make her curl up. She couldn’t shake the sense of an irreparable wrong.

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