The speech was going poorly. She knew it. Her voice cracked, and she fumbled over the prepared remarks. She kept catching her father’s eye, and a flicker of something she couldn't quite name – perhaps disappointment? – crossed his face.

She stared down at the crisp white tablecloth, suddenly fascinated by the intricate folds. She remembered all the times she’d promised to visit, the birthdays missed, the phone calls unanswered.

The air in the room felt thick, oppressive. She wanted to disappear, to vanish into the floral arrangements that lined the stage.

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