“No. No, no, no.” Sarah repeated the words under her breath, staring at the printed flyer. “Closed for good.” The words were stark, unforgiving. Her breath hitched. The thought was a physical weight on her chest, crushing her.

Her hands, usually graceful, crumpled the paper. She didn't understand. She *couldn’t* understand. She’d been eating at "Chez Pierre" every week since she first moved into the city. The aroma of garlic and herbs always soothed her, the familiar face of Pierre a comfort.

Her eyes stung, though she refused to let tears fall. She paced her apartment, her steps erratic and unsteady, as if looking for something to steady herself. The walls seemed to close in, the air thick and heavy, making it difficult to breathe. She ran a hand through her hair, desperate for some kind of solace.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290