The stagnant air hung thick and heavy. The flickering light seemed to mock him. James found himself unable to stay still, pacing restlessly in the small space. His heart hammered against his ribs, a frantic rhythm against the rising tide of fear.

"Anything yet?" asked his colleague, Emily, her voice barely audible.

He shook his head, the simple movement sending a jolt of anxiety through him. He felt as if the very walls of the elevator were pressing in on him. His breath came in shallow gasps. He started to feel a crawling sensation all over his skin.

He dug his nails into his palms, trying to distract himself from the rising panic. He couldn't think, couldn't breathe, couldn't feel anything except the overwhelming desire to get out.

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