Rain lashed against the windows of the old Victorian house, mimicking the furious drumming in Leo's chest. He slammed the car door, the sound swallowed by the wind. Inheriting the house was supposed to be a good thing, a fresh start. But the ache in his jaw, the tightness in his shoulders, said otherwise. He kicked a loose stone across the overgrown lawn, watching it disappear into the tangled weeds. He didn't want this. He wanted his grandmother, not this crumbling monument to her absence.

The front door creaked open, the sound echoing unnaturally in the cavernous hallway. His sister, Maya, stood silhouetted against the dim interior, a small, tentative figure. "Leo, are you okay?"

He didn't answer, just pushed past her, heading straight for the kitchen. He yanked open a drawer, the sharp clatter of cutlery filling the silence. He needed something, anything, to distract him from the swirling emptiness inside.

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