The elevator ascended slowly, mirroring the slow crawl of anger through Maria's veins. She’d always considered herself a valued member of the team, dependable, hardworking. Then, during the team lunch, she learned about the new hire, a young man named Ben, who was now being compensated more than she was.

Her appetite vanished. The once-delicious aroma of her pasta salad now smelled faintly of betrayal. She picked at the food, the noodles becoming increasingly unappetizing.

She felt a tremor in her hands as she reached for her water. Outside the window, the city seemed to shimmer, the buildings appearing indistinct and distorted. The pressure in her chest made it difficult to breathe. She excused herself, claiming she wasn't feeling well, needing to be alone.

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