He felt a tremor run through him as he walked towards the podium. He'd agreed to this, of course, but now he was struggling with the words. The room, filled with well-wishers and relatives, was suddenly a vast, unforgiving expanse.

He glanced at his mother, her face etched with a familiar, gentle patience. He remembered the countless sacrifices she’d made, the way she’d always put everyone else first. He, on the other hand…

He adjusted the microphone, the metallic sound echoing in the silence. He wished he could rewind time.

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