The library, once a sanctuary, now felt like a prison. Clara navigated the stacks, her footsteps echoing in the hushed silence. She avoided eye contact with the other students, afraid of the pity she knew she would find.

She forced herself to sit, pulling out the books she needed for research. The words swam before her eyes. She couldn't concentrate. She felt a knot in her stomach, a constant reminder of her mistake.

She closed the book with a resounding thud. It was no use. She was trapped, imprisoned by her own actions. The air felt heavy, and she longed 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