The rain hammered against the windows as Michael sat at his kitchen table, staring at the pages before him. The novel, his partner, Chloe's novel. It detailed their life together, but through a filter of…something. Something that made his skin crawl.

He'd always believed he knew Chloe. But the character she wrote, that echoed him, felt like an imposter. The character had his name, his job, even his mannerisms, but the core of the person – that was distorted, twisted.

He felt a chill, despite the warm room. He closed the book, the metallic tang of fear clinging to his tongue. He was utterly, completely, off-kilter.

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