He ran a hand through his hair, finding a tangle of frustration in the strands. James slumped against the bleachers, the setting sun casting long, mournful shadows across the deserted track. All that training, all the hours spent pushing his body to the limit, and for what? The basketball team's list lay at his feet, his name a conspicuous absentee.

The image of the coach’s face, etched with a polite regret, was seared in his memory. James hugged his knees to his chest, the motion a meager attempt at comfort. He looked at the court, its empty expanse. He could taste the bitterness of defeat on his tongue.

A single tear traced a path down his cheek, unnoticed and unacknowledged. The silence of the track was a heavy blanket, muffling his emotions.

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