The phone vibrated in her hand. A text message: "Saw your article! Great work, Chloe." She dropped the phone onto the kitchen counter. Her heart started racing. The article, her article, was in the paper, but attributed to a ghost writer named "Marcus Sterling." She knew Marcus Sterling. It was the name of the editor's nephew.

Chloe felt her stomach clench. The familiar kitchen, once a place of comfort, now felt like a cage. She paced, her bare feet slapping against the cold tiles. Every object in the room seemed to mock her, to remind her of the injustice.

She pulled on a coat, not bothering with a scarf, and stumbled outside. The city air, normally bracing, felt heavy and oppressive. The injustice was like a physical blow, leaving her breathless and disoriented.

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