The sterile environment of the psychologist's office felt suffocating. Liam sat perched on the edge of the plush chair, unable to relax. His gaze flicked around the room, taking in every detail: the perfectly aligned books on the shelf, the framed diplomas, the calming landscape painting. He picked at a nonexistent piece of fluff on his trousers.

He felt an immense weight pressing on his chest. Across the room, the man who had made his childhood a relentless trial sat observing him with gentle eyes. The very presence of his tormentor was a betrayal. He had made a mistake.

Liam opened his mouth, then closed it again, unable to speak.

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