"It's just overgrown, you know?" Mr. Davis had said, his voice unusually gentle, even though he knew he was right. "Blocking out my sun." He was referring to the willow.

She nodded, unable to meet his gaze. A knot formed in her stomach. She watched the way the sun, normally a brilliant presence, struggled to find its way through the willow’s weeping branches.

She walked towards the tree, tracing the outline of the trunk, now she'd heard his words. The soft, green leaves seemed to sway in an almost mocking dance. She felt her face flush, heat creeping up her neck. A feeling of powerlessness consumed her.

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