The phone slipped from her grasp, clattering onto the hardwood floor. The screen, displaying the words "Not a match," stared back at her. Her heart hammered against her ribs, a frantic rhythm that threatened to break free. She bent to pick it up, her hands trembling.

The world had narrowed to the confines of her small apartment. The cheerful music from the neighbor's radio, usually a pleasant backdrop, now felt like a taunt. She stared at the wall, her eyes unfocused. The comfortable familiarity of her home had become a cage.

She wandered to the kitchen, aimlessly opening and closing cabinets. A single tear escaped and traced a path down her cheek. She was flooded with a desperate yearning for something, for someone, she couldn't name. The weight of the secret felt suffocating.

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