The old Volvo sputtered into life, a mechanical groan echoing down the empty street. Sarah gazed at her dilapidated car. She needed a new one, but even thinking about the cost was a headache. She knew she'd be late for work again. Across the street, the Smiths were getting ready to leave for their annual Mediterranean cruise.

She swallowed. The engine shuddered again. She pulled out of the driveway, the dust a cloud of resentment in her wake. The thought of the Smithsโ€™ life felt like a weight.

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