The request came as a whisper across the fence, a gentle plea from old Mr. Peterson. Sarah, caught mid-sip of her morning coffee, felt her stomach churn. The neglected patch of lawn, overgrown and sun-scorched, represented everything she was trying to leave behind.

She looked at the small, worried lines around Mr. Peterson’s eyes, the way his hands fidgeted in his lap. He talked about his love of gardening, the need to keep busy, the joy of seeing things grow. Sarah's throat constricted.

She couldn't bring herself to refuse. The words, "Of course," were barely audible as they escaped her lips. The silence that followed felt heavy, laden with the burdens of her own unspoken grief. Sarah went back inside, leaving the door open to the sounds of nature.

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