The silence in her apartment pressed down on Sarah. The book, detailing her life, lay open on the kitchen table. It was a perfect portrait, but utterly devoid of *her*. It felt like a collection of carefully chosen lies, and the truth, hidden between the lines, was even more upsetting. She began pacing, her steps quick and erratic, her hands repeatedly smoothing her clothes as if to tidy herself. A sharp pain throbbed behind her eyes. She wanted to delete this reality. She wanted to erase it from existence. She hated this book.

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