He felt his stomach twist into a knot. “Run a marathon.” His partner, Chris. The list was a testament to the person he never knew, or perhaps, the person he had never allowed himself to see. A sense of unease settled over him like a shroud.

He felt a sudden need to know everything, to understand the secrets that lay hidden beneath the surface. He felt a frantic urge to rearrange the furniture, to dismantle the carefully constructed world he thought they shared.

He paced the length of the living room, his hands trembling. He found himself dialing Chris’s number, then hanging up, unable to speak. The phone slipped from his grasp, clattering to the floor.

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