The notification pinged – another comment. Sarah, hunched over her phone, felt a wave of nausea roll through her. She wanted to scream, to lash out. Instead, she slowly, deliberately, closed the app.

She wandered to the window, staring blankly at the bustling street below. The vibrant colors of the city, normally a source of comfort, now seemed garish and mocking. A cold sweat slicked her palms.

Her reflection in the glass – pale, wide-eyed, haunted – was a stranger. She bit her lip, tasting blood. The sensation offered a small, fleeting anchor to reality, but it did little to quell the rising tide of… something.

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