He shoved the wallet into his already overflowing backpack. The sensation was immediate; a knot tightening in his chest. He hurried through the park, his gait quick and unnatural. The late afternoon sun cast long, skeletal shadows that seemed to mock his every step.

He wanted to scream. The world felt too loud, too bright. The laughter of children, the chatter of other park-goers, grated on his nerves. He found a secluded spot under a sprawling oak tree, and sank to the ground, pulling his knees up to his chest.

The weight of the wallet against his back was a physical pressure, a constant reminder of the decision he had to make. His palms were slick, and he struggled for air.

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