Michael couldn’t shake the tremor in his hands. He ran the tap water over them, scrubbing furiously, as if he could wash away the knowledge. The detective had pointed to the master bedroom, the place where the victim had breathed their last. Now, that room, his haven, felt toxic.

He’d always loved the peace of his home. The quiet evenings, the smell of freshly brewed coffee in the mornings. Now, a low hum of anxiety vibrated through him, a constant, unpleasant companion.

He slammed the medicine cabinet shut, the echo loud in the sudden silence. He went into the bedroom.

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