Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She slammed the last box onto the floor of the hallway, a tremor running through the floorboards. Newly divorced and newly moved, the echoing emptiness of the house felt like a physical weight, pressing down on her. "Wonderful," she muttered, the word a brittle sound, as she stared at the mountain of unpacked belongings still sprawled across the entrance. A sudden draft snaked down the hall, making her shiver. She went to shut the front door, and noticing a slight gap in the wood paneling, she tried to pry it open. The panel gave way with a soft click, revealing a dark, musty space.

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