The attic air tasted stale and thick, dust motes dancing in the single shaft of sunlight. Sarah ran a hand across a chipped dollhouse, its paint faded and peeling, tiny windows staring blankly. A wave of regret washed over her; she felt a peculiar emptiness. She crouched down, tracing the outline of a miniature rocking chair. Its legs were broken. "Oh," she murmured, the word a soft puff of air. She felt a knot tighten in her stomach, a physical manifestation of her sentiments.

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