The weight of the situation felt immense. John, leaned against a brick wall, watching the streetlights illuminate the damp pavement. Across the narrow alley, a man with a tired expression smoked a cigarette, his shoulders slumped. The shared reality had changed their worlds.

The man, whose name was Michael, flicked the ash of his cigarette. He raised his head. John knew this look. They were both feeling the crushing weight of disappointment. He nodded slowly, understanding the unspoken sentiment.

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