The sun was setting, casting long shadows across the room. He barely registered the change in light. The eviction notice lay on the kitchen table, a dark stain against the worn wood. He hadn’t eaten all day. He ran a hand through his hair, his fingers tangling. Every muscle in his body felt tense. He had to do something, anything. He pushed away from the table, pacing the confines of the small space, his thoughts a chaotic jumble. He felt a mounting sense of panic he couldn’t articulate.

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