A shiver ran down her spine as she reached for the mail. The morning air was cold and biting, mirroring the chill that had settled in her heart. An unsigned birthday card. The generic words seemed to mock her.

She sat at the kitchen table, the card still clutched in her hand. The silence of the apartment was a tangible thing, pressing in on her. The sunlight streamed through the window, illuminating the dust motes dancing in the air.

She slowly began to cry, the tears tracking down her cheeks. The card became a crumpled ball in her hand. She stared out the window, at a world that suddenly felt very far away.

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