The afternoon sun cast long shadows across the lawn as Mr. Henderson approached. The knock on the door was hesitant, almost apologetic. He had a proposition. Part of the yard, for planting.

He felt his pulse quicken, an erratic rhythm against his ribs. The request was a disruption, a betrayal of the stillness he craved. He wanted to scream.

He kept his tone neutral, a forced politeness hiding the internal turmoil. He’d never let anyone else touch his land. His domain. He promised to consider it, a carefully constructed lie. He closed the door quickly, leaning against it, taking deep breaths to try to calm himself. The feeling was a cold, hard stone in the center of his being.

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