"Impossible," Sarah whispered, her voice barely audible. The detective’s words, "gruesome discovery," reverberated in her head, each syllable a blow. She sank onto the porch swing, the gentle rocking motion doing nothing to soothe the turmoil. The quaint, colonial home, once a symbol of her dreams, now felt like a cage.

She began picking at the chipped paint on the railing, each flake a tiny representation of the facade of her life crumbling. Her eyes were fixed on the manicured lawn, the perfect green now tainted with a new and unpleasant hue. She imagined the previous owner, their life, their experiences. She pictured the police, the flashing lights, the aftermath of the darkness that had settled here.

A cold shiver crawled down her spine. Sarah wrapped her arms around herself, as if she could physically ward off the unwelcome intrusion of this awful secret. The sun, previously a source of comfort, now seemed to cast long, menacing shadows across her yard. The air around her felt stifling.

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