The coffee shop buzzed with a Saturday morning energy, but Sarah felt a profound disconnect. She’d meant to text her sister: "Can't make it tonight. Stuck." Instead, the message had gone to *her ex-boyfriend*.

She felt a hollowness in her chest, a physical ache that tightened with every imagined scenario. The latte in her hand, usually a comfort, now felt bitter.

She meticulously organized the sugar packets on the table, rearranging them again and again. Each movement was a futile attempt to regain some semblance of control. She had messed up.

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