He walked through the familiar streets, the places where he had built his life. Suddenly, they felt unfamiliar. The butcher looked at him with pity, the barista offered a sympathetic nod, the neighbor whispered as he passed. Every place now felt like a stage. He felt so exposed, so raw. He quickened his pace, the ground rushing beneath his feet, but even his own two feet seemed to lack the strength to carry him away from the public gaze. He felt a deep sense of powerlessness, and the world seemed to shrink around 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