The tremor in Evelyn’s hands made the teacup rattle against the saucer. From her porch swing, she could see the devastation. The willow, Mrs. Petrov’s favorite, was down, its weeping branches now a sad, tangled mess. Evelyn knew how much that tree had meant to her; she'd often seen Mrs. Petrov sitting beneath it, reading, lost in thought.

Evelyn's breath hitched. She had, in the past, grumbled about the leaves it dropped. A wave of regret washed over her.

She rose slowly, the ache in her bones a physical manifestation of her own regret. Perhaps she could bring over some tea later.

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