He had been planning to work on the shed, he had prepared the tools, the wood, everything. Then the knock. Mr. Johnson, smiling. A garden. In *his* yard.

He found himself shaking his head, a silent refusal forming in his throat. He felt the familiar pressure building behind his eyes, a sensation of being trapped, of losing control. He stared at his hands, watching them clench into fists.

He mumbled an incoherent response, then closed the door, the sound echoing in the sudden quiet. He needed to be alone. Now. He moved to the shed, and started, slamming the door, and locking it. Then, he sat on the floor, waiting.

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