The silence in the grand house felt oppressive to Amelia. The news hung in the air, a phantom limb that throbbed with a dull ache. A half-brother she never knew, the product of her mother's affair. She wandered through the vast rooms, each object a painful reminder of her parents' deception.

She stopped in front of a mirror, staring at her reflection. The woman staring back was a stranger, her eyes wide, her face pale. She raised a hand and touched her cheek, feeling the chill of the glass against her skin.

A single tear traced a path down her face. She closed her eyes, the world tilting precariously.

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