The celebratory dinner with her colleagues tasted like ash. During the meal, she learned that the new hire, a fresh graduate, was making substantially more than she, a long-term employee.

She tried to force a smile, but it felt wooden and unnatural. The laughter of her colleagues seemed distant, echoing in her ears.

She excused herself from the table, claiming a sudden headache. The streetlights blurred as she walked, the city lights becoming distorted. She felt a profound sense of injustice, an unsettling feeling.

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