The antique music box sat on her desk, nestled amongst student papers. It was ornate, inlaid with mother-of-pearl, and inexplicably, beautiful. A card lay beside it, scrawled with a familiar handwriting: "To Ms. Elara, Hope it brings some peace." The signature read: "Leo." Elara swallowed, her throat suddenly tight. She hadn't seen Leo in ten years, since he'd left her class, a shy, withdrawn boy who always sat in the back. Now, all she could see were Leo's furtive glances, the way he clutched his books as if they were shields.

Her hands shook as she picked up the box. She tried to open it, but her fingers fumbled with the latch. She forced herself to breathe, forcing herself to stop replaying every single interaction she'd ever had with him. What was this? Why now?

She finally snapped the latch open and the delicate melody of "Clair de Lune" filled the quiet classroom. The sound made her jump. She slammed the lid shut. The sudden silence left her ears ringing.

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