The words on the screen blurred, then re-formed as sharp, accusing points. The novel, tucked away on her laptop, was about *them*. And, it wasn’t just about them, it was about *her*, dissected and reassembled in prose.

She felt a knot tighten in her stomach. The protagonist, clearly based on her, possessed all her quirks, her habits, her secrets. The accuracy was frightening. He had been observing her, cataloging her, and now, it was all out there.

She ran a hand over her face, feeling the sudden heat creeping up her neck. She felt a profound sense of disorientation, as though the ground beneath her had shifted. The apartment seemed smaller, the walls closing in.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284