It was the sudden cancellation of her health insurance that set off the alarm bells. Maria had called the insurance company, and the curt agent had read out a list of pre-existing conditions she didn't possess. The world suddenly spun.

She walked the streets, feeling exposed and vulnerable. She kept looking over her shoulder, convinced she was being followed. She could feel every heartbeat, racing and irregular.

She tried to find solace in her art but couldn't focus. The canvas stared back at her, a blank and accusing void. The paints felt heavy in her hands, her once vibrant colors now seeming dull and lifeless.

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