David paced the length of the gate, his strides erratic and uneven. The business deal, the opportunity of a lifetime, was hanging in the balance. He kept glancing at his watch. The meeting was in an hour.

The metallic tang of fear coated his mouth. He clenched and unclenched his jaw, trying to control the tremor that ran through his limbs. The world seemed to shrink around him, the noise fading to a dull roar. He could feel the blood pounding in his ears.

He tugged at his tie, feeling suffocated by the knot. The weight of his missed opportunity seemed to press down on him, and he knew he had lost it. The knot in his stomach only tightened.

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