He’d driven all the way from the city, a pilgrimage, he’d called it to himself. Now, standing before the vacant space, a wave of sickness rose within him. His hands trembled so violently he had to clutch them together to keep them from flailing. The silence of the woods felt unnatural, broken only by the frantic hammering of his own heart. He thought he might be sick, the world swam, and he swayed on his feet, disoriented. Where once the silver birch reached skyward, now only splinters and regret remained.

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