A chill snaked up Maya's spine as she read the rival’s findings. She’d always prided herself on her originality, her unique perspective. Now, here it was, laid bare, a mirror reflecting her own efforts with a chilling exactness. Her breath hitched.

The air in the office felt thick, heavy, as if the oxygen had been leeched away. She rubbed her arms, gooseflesh prickling her skin. This other researcher, this stranger… had they been watching her? How could they possibly have replicated everything so precisely?

Her knuckles were white as she gripped the edge of her desk. This wasn’t just a coincidence. This was… a violation. A violation of her very being. The feeling was a deep, unsettling ache in her gut. She had to know how.

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