The cafe was filled with chatter and laughter. Amelia sat in a corner booth, nursing a lukewarm coffee. "The Perfect Biscotti," the sign outside read, advertising the treat she had slaved over for years. She had watched as they took her creation, repackaged it, and sold it as their own.

She felt a knot forming in her stomach. She hadn’t been back to her own kitchen since she had seen the sign. The energy to create anything had vanished.

She picked at the edge of the paper cup, her gaze fixated on the movement. She didn’t know what to do. She wanted to scream, to shout, to make them understand. She closed her eyes.

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