He stared at the paperwork spread across his kitchen table. His fingers traced the unfamiliar lines, the legal jargon, the cold, impersonal language. The details of the condo conversion were laid out before him, a grim roadmap to an uncertain future. His breath caught in his throat.

He had always felt safe here, tucked away in this quiet corner of the city. He slammed his fist on the table, a sudden, explosive gesture of frustration. He got up from the table, and walked around the room, picking up knick-knacks and putting them back down.

The thought of packing, of sorting through his belongings, filled him with a profound sense of weariness. He wanted to scream. He wanted to break something. He wanted it all to go away.

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