The house seemed too quiet, the silence almost deafening. Maria heard the tell-tale beep of a new text message. She saw her husband, Daniel, quickly hide his phone in the pocket of his jeans. It was a subtle movement, a nervous gesture that immediately raised alarm bells in her mind.

She walked towards him, a fake smile plastered on her face. Her throat felt tight, a band of cold steel wrapped around her neck. She asked him about his day and tried to sound normal.

He answered vaguely. Her gaze lingered on his hands. She was tempted to snatch the phone out of his pocket.

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