He’d always considered himself a practical man, but the secret room had shattered that illusion. David ran a hand through his hair, leaving it standing on end. The air in the newly discovered chamber, tucked beneath the staircase, was thick with the scent of dust and something else, something metallic and faintly unsettling. He told himself it was just old wiring, but the knot in his stomach disagreed. He couldn’t shake the feeling of being watched, even now, standing in the bright sunlight of the hallway.

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