The newspaper headline screamed at Maria from across the kitchen table. "Chez Pierre to Close After Decades." She slammed the paper down, the sudden noise surprising even herself.

Her appetite vanished. She picked at the toast on her plate, then pushed it away. Chez Pierre was where she celebrated every milestone, from promotions at work to anniversaries with her husband. It was a constant in her life, a familiar comfort.

Maria felt a cold tremor run through her. She felt the urge to phone her husband, to talk about anything but the news. She got up to do the dishes but found herself staring out the window, her gaze unfocused.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256