Her voice was barely above a whisper. "No," she said, her eyes fixed on the letter, crumpled in her hand. Sarah sat alone in her room, the sunlight casting long, desolate shadows across the walls. The rejection had stripped away her motivation, leaving her feeling utterly bereft.

She stared out the window, watching the leaves swirl in the autumn wind. They danced freely, unburdened by the weight of expectations. She, on the other hand, felt anchored, held back by a force she couldn't name, a force that had stolen her ambition.

The silence of the room was overwhelming, amplifying her distress. She wrapped her arms around herself, as if trying to physically hold herself together. Her world felt fragmented, her future unclear, and everything felt dark.

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