"Is that...?" Sarah whispered, her voice barely audible, as she stood frozen, clutching her coffee cup. The cafe was buzzing with lunchtime chatter, but the only sound she could hear was the frantic pounding of her own heart. Across the room, bathed in the afternoon light, sat "CyberNinja."

Her breath hitched. She had spent countless hours chatting with him, sharing secrets, feeling a connection that had seemed so pure. Now, here he was, real and present, and the world had tilted on its axis. She felt a need to escape.

She fumbled with her purse, her fingers clumsy on the zipper. The urge to flee was overwhelming. She turned to run, knocking into a chair and spilling her coffee across the floor, leaving a trail of brown stain that seemed to mirror the mess inside her.

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