The antique bookstore smelled of aged paper and dust, a place where Maya usually found solace. Today, however, the quiet atmosphere only served to amplify the disquiet twisting in her gut. She’d been searching for a particular edition of a book, but the words on the page blurred.

She saw him, browsing in the corner, a man with a pale face and dark circles under his eyes. He picked up a book, his hand trembling slightly. A shudder went through Maya. She recognized something in his stillness. She felt a primal instinct, a sense of danger.

She wanted to leave, to disappear. But some invisible force was binding her in place. She felt a strange certainty. They were both trapped.

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