Sarah slammed the probate documents onto the kitchen table. The cheap, chipped surface reflected the harsh fluorescent light, making the room seem even colder. She couldn’t believe it. Their father, the man who had always favored her, had left everything to Michael. Everything.

She sank into a chair, the springs groaning beneath her weight. A sudden, sharp pain lanced through her chest. It felt like a physical blow. Michael, her brother, had been the black sheep, the disappointment, the one constantly in trouble.

She picked up a chipped mug and stared at it, the familiar shape now mocking her. It felt like her entire world was tilting sideways. The old house, the antiques, the savings account – everything she had imagined, everything she had taken for granted, was now his. And she was left with nothing but the echoes of what could have been.

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