David slammed the laptop shut, the sound echoing through the otherwise silent apartment. The betrayal. The lies. His daughter, Lily, had been living a double life, one that excluded him completely.

He paced the living room, agitated. He felt a profound emptiness, a void where trust and understanding had once resided. He needed to do something, anything to alleviate the tightness in his chest.

He paused, staring at a framed photograph of Lily as a child, her face lit up with pure joy. He felt a fresh wave of distress wash over him.

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