The confined space was suffocating. Sarah, usually so composed, was picking at the edge of her perfectly manicured nails. The rhythmic hum of the elevator's motor had stopped, replaced by an unnerving silence. A bead of sweat trickled down her temple, leaving a glistening trail. Each breath felt labored, as if her lungs couldn't quite expand enough to fill with air.

"Do you think they know?" she asked, her voice cracking.

John, her coworker, tried to reassure her, his words a meaningless drone. She found herself unable to focus on his face, her gaze fixed on the small, silver emergency button. It felt so far away. The air became heavy, and the shadows seemed to dance in the corners of her vision.

The feeling in her chest was tightening, constricting. She felt like something was crawling under her skin, and she needed to escape. Suddenly, she slammed her fist on the button.

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