Her breath hitched in her chest as she scrolled through the other artist’s online portfolio. The same concept. The same style. The same meticulous detail. The same… everything. She felt betrayed. The blood pounded in her ears.

The gallery opening was next week, and the invitation cards had already been sent. Months of her life, meticulously planned, were now just a shadow. A terrible, hollow feeling took root in her gut.

She paced the small living room, the polished wooden floorboards creaking under her hurried steps. Her jaw clenched. She felt a burning sensation behind her eyes.

Her phone vibrated in her hand. A text from her agent, a simple, “Seen the news?” She threw the phone onto the couch.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210