The bright lights of the hospital hallway seemed to press in on Olivia. Her mother's confession, a tangled web of secrets, replayed in her mind. A half-brother she never knew about, and her father, the one person she truly loved, was no longer here.

She gripped the railing, her knuckles white. Each step felt heavy, each breath a struggle. A wave of nausea washed over her.

She stumbled to a nearby bench, collapsing onto it. She buried her face in her hands, her shoulders shaking with silent sobs.

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