He had the phone pressed to his ear again. The hushed tones, the averted gaze. Sarah's breath hitched in her chest. A cold sweat slicked her palms. She found herself backing away, her hand instinctively reaching for the safety of the wall. She felt trapped.

The incessant clicking of the lock screen unlocking, and the brief, bright flash of the screen in the darkness while he was in bed. It echoed in her mind. She thought of a thousand different scenarios, each one a sharp, stabbing pain.

She forced herself to breathe, slow and steady breaths. She grabbed her coat and left the house, the night air chilling her to the core. The streetlights cast elongated shadows, turning familiar objects into ominous figures.

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