The relentless sun beat down on Sarah, mirroring the heat of her emotions. She walked past trinkets and discarded furniture, feeling a crushing weight on her chest. Then, among the dusty remnants, she saw it: a small, faded blue bear, his one ear half-torn. It was Buddy, her constant companion during a particularly lonely period of her life.

She picked him up, feeling the familiar softness of his fur. The past surged back, sharp and painful. The seller, a young woman, watched her with concern. She paid, unable to meet the womanโ€™s gaze, and quickly walked away, the bear clutched tightly in her arms.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288