The ornate invitation sat on the desk amidst scattered paperwork, a splash of cheerful indifference. Sarah barely glanced at it, her mind preoccupied with the endless details of her everyday life. It felt like another task, another obligation.

She spent the afternoon staring at her laptop, unable to focus. The projects she was working on began to feel pointless, meaningless. She felt a familiar hollowness grow inside her, a sense of having missed something vital.

The sun set, painting the sky in fiery hues, but she barely noticed. She didn't want to go out.

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