“No, no, no,” she whispered, her voice barely audible. The brightly colored cake, with its painstakingly crafted frosting flowers, now seemed to mock her from its place on the table. Emily pushed the plate away, the thought of food making her feel sick. The party hats she’d bought, the noisemakers, the silly little trinkets… they all suddenly felt childish and absurd. She slumped into a chair, the room spinning slightly around her. Her hands felt clammy, and a cold sweat trickled down her spine.

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