The aroma of charred wood filled the air, a stark contrast to the once-pristine kitchen. Chef Astrid stared, transfixed, at the blackened remains of her meticulously crafted soufflé. The review – “flavorless," "unambitious," "a culinary train wreck” – had shattered her confidence. She felt the tears well in her eyes.

Her hands trembled as she cleared the debris, the sound of the clattering plates deafening in the silence. The staff were waiting. She'd need to face them.

She took a deep breath. She didn't want to.

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