The minutes stretched into an eternity. Thomas leaned against the wall, his face pale. His gaze darted around the confined space, taking in every detail - the scratched panels, the outdated information placard, the lingering smell of stale coffee. He felt a profound sense of isolation, a disconnect from the world outside.

"Well, this is just great," said Sarah, his coworker, her voice tight. He said nothing, though he agreed.

He pulled at his collar, as if the fabric was strangling him. He imagined the building, the floors above, the people going about their lives, oblivious to his predicament. A cold sweat erupted on his back. He began to rub his arms compulsively, as if to ward off an invisible chill. The shadows deepened in the corners, morphing into distorted shapes.

He muttered, "I have to get out of here. I have to..."

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