The phone call had come late, just as Elias was about to sleep. His brother, Michael, was on the line, his voice filled with an unfamiliar zeal. He had become a follower of a new age spiritual group. Elias felt a coldness creep up his spine. His hands clenched into fists, the knuckles turning white.

He paced the confines of his small apartment. The city lights outside seemed to mock him, the glittering facades reflecting a hollowness within. He felt a deep unease, an unsettling tremor that ran through his bones. He couldn't shake the image of his brother, smiling with a newfound conviction.

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