The coffee tasted like ash in Clara's mouth. She sat hunched in the cafe, the steam from her cup clouding her glasses. Across the street, the office building loomed, a glass and steel monolith. She imagined it swallowing her whole, rejecting her.

She'd known Emily since kindergarten. They’d shared secrets, dreams, even clothes. Now, the shared history felt like a weight, a burden that seemed to press down on her chest. A wave of nausea rolled through her.

Clara noticed her fingers were trembling, she gripped the cup tighter. She had to take another sip of the bitter coffee, just to feel something other than the hollowness that threatened to consume her. She pushed the cup away with a sigh.

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