Her vision swam, the text on the screen blurring. Jason Miller. The name echoed in her head, a venomous whisper from the past. A wave of nausea rolled through her, forcing her to clutch at her desk.

She remembered the stolen lunch money, the whispered insults. Her throat constricted. Sunlight streamed through the window, highlighting dust motes that danced tauntingly. She needed to get out, she needed to walk, to breathe.

She stood abruptly, shoving the chair back with a scrape. The world tilted slightly. Each footstep felt heavy, each breath shallow.

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