The grimy glass of the display case reflected Clara’s face, a distorted mask of anguish. She hadn't planned on this. Seeing the ring, the way the light caught the stone, the familiarity of its shape, it was like a physical blow. Her heart hammered against her ribs, a frantic bird trapped in a cage.

The shop was small, cramped. Dust motes danced in the single ray of sunlight that managed to pierce through the dirty window. The air smelled of old metal and forgotten hopes. She felt a burning sensation behind her eyes, the familiar sting of unshed tears. She had to get it back, no matter the cost. Her grandmother deserved this.

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