The phone vibrated violently in Clara’s hand, the ringtone jarring. It was her cousin, Ethan. “Clara, have you seen the new cookbook? ‘Rosemary’s Roast’ looks fantastic!” Her breath hitched. That was her recipe, the one she'd shared with Ethan, the one that had taken her a decade to perfect.

She stared at the phone, unable to answer. A dizzying sensation washed over her, and she felt a pressure behind her eyes, the familiar precursor to a headache. She had to sit down, had to be still. She sank onto the sofa, her hands trembling. Her gaze drifted to a photo on the mantelpiece, a picture of her grandmother, the woman who had first taught her to cook. The guilt felt like a live wire running through her, burning and twisting.

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