The aroma hit Amelia first. Cinnamon, a whisper of nutmeg, and something utterly… wrong. She had spent years perfecting her apple crisp, a family recipe passed down through generations. Now, in the brightly lit bakery window, emblazoned in gold lettering, was “Granny’s Golden Crisp.” A wave of nausea rolled over her, forcing her hand to her mouth. She felt a tremor in her jaw, a persistent clenching.

The woman behind the counter, all smiles and frosted apron, chirped, “Oh, it’s our best seller! Everyone raves about Granny’s.”

Amelia managed a tight smile, her throat suddenly constricted. "It is a lovely crisp," she croaked, the words feeling alien on her tongue. Her knuckles were white as she gripped her purse strap, the leather cold and unforgiving against her skin. She had to leave, needed air, sunlight, anything to erase the image of the golden crisp, bearing a name that wasn't hers, sitting pretty in the window.

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