The silence that settled after the crash was the worst part. It felt… accusing. Sarah found herself unable to make eye contact with her reflection in the bathroom mirror. The sheer magnitude of the fallen tree, the way it had ripped through the air, had rattled her to the core.

She kept fidgeting with the hem of her shirt. She needed to do something, anything to break the feeling of powerlessness. She found herself pacing the living room, replaying the crash in her mind, over and over again. Then, without thinking, she started rearranging the furniture. It was a futile act, a childish attempt to impose order on a world that had suddenly become unpredictable.

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