Sarah slammed the laptop shut, the sudden click echoing in the otherwise silent house. The screen’s glare still burned in her eyes. How could Chloe, her sweet, innocent Chloe, have created an account like that? It was a flurry of filtered photos, carefully crafted captions, and interactions with strangers. A coldness spread through her chest, making her breath hitch. She felt an unexpected pang of inadequacy, a stinging feeling she couldn't quite place.

She found herself pacing the kitchen, running a hand through her already dishevelled hair. The clock on the microwave seemed to mock her with its relentless ticking. She had always prided herself on being a good mother, on creating a safe and loving home. Now, she felt like she didn't even know her own daughter. She poured herself a glass of wine, her hand trembling slightly.

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