Rain lashed against the windows, mirroring the tempest within him. He watched, hunched over the kitchen table, as Mr. Peterson, his neighbor, made his way across the lawn. The man was carrying a garden trowel. The purpose was clear.

His heart hammered in his chest, a frantic drumbeat against his ribs. He felt a prickle of sweat crawl down his back. He gripped the edge of the table, his knuckles turning white. He thought of the neatly manicured grass, his oasis, the carefully cultivated border of petunias.

A sharp rap on the window made him jump. Mr. Peterson gestured, pointing to the empty space near the fence line. He wanted to plant vegetables there. A chill settled over him, deeper than the autumn air. He didn’t reply, instead turning away, sinking into his chair.

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