The email notification had been a low hum of unease. John had ignored it for days, but it kept nagging at him. He finally clicked. The listing. His childhood home. The knot in his stomach tightened.

He leaned back in his chair, his breath shallow. The virtual tour was dizzying. Each carefully framed shot was a blow. The sunlight streaming through the windows, the furniture he didn't recognize, the utter *newness* of it all.

He started to sweat. He slammed his hand on the desk, the sudden noise shocking him. He felt… adrift. Unmoored. He had to do something. Anything.

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