The wallpaper in her old room seemed to shift and writhe in her peripheral vision. Clara’s stomach twisted with dread. The move back had been a forced march back to the starting line.

She found herself avoiding the family, locking herself away for hours. The house’s familiar smells, the scent of her mother's cooking, the laundry detergent, made her stomach churn. The quiet felt menacing.

She'd take to running, pounding the pavement until her legs ached, hoping to exhaust herself into a state of peace. But the fear always returned, a cold weight in the back of her mind.

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