The notice, a stark white rectangle thumbtacked to the familiar mahogany door, slammed the air from Amelia’s lungs. *Closing.* The word itself seemed to sneer at her. She’d known this place, Antonio’s, since she was a girl, the scent of oregano and simmering tomato sauce a constant comfort, a steadfast friend. Now, it was just…gone.

She ripped the flyer from the door, the paper tearing raggedly in her grip. Back home, she flung it across the kitchen, the flimsy card rattling against the ceramic tile. Her stomach churned, a cold knot forming in its depths. Damn it all. She'd planned to celebrate her promotion there.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

This story is one of 1,000 stories generated for the emotion bitter. 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 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225