The sterile white walls of the therapist’s office seemed to amplify the silence. Sarah sat rigidly, her back ramrod straight, staring at a framed photograph on the desk. She fiddled with the strap of her handbag, her knuckles white. Sunlight streamed through the blinds, illuminating dust motes dancing in the air.

The man across from her, the same boy who’d once stolen her favorite teddy bear and hidden it in the woods, gestured towards the couch. His voice, once raised in anger, was now measured and calm. She remembered the red faced boy from years ago. He was her therapist.

She hadn’t expected this. She wanted to scream.

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