The vibrant colors of the company cafeteria felt garish to Sarah. She picked listlessly at a salad, the crisp lettuce and ripe tomatoes offering no comfort. The chatter around her, the laughter, the casual conversations, sounded like a soundtrack to someone elseโ€™s life.

She traced circles on the condensation of her water glass. The thought of the looming layoffs filled her with dread. The email, with its vaguely worded assurances, had only amplified her unease.

She thought of her children, their school supplies, the upcoming soccer season. She hadn't told them yet. She couldn't bring herself to face the inevitable questions. She felt a lump forming in her throat.

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