The rejection letter landed on her desk with a soft thud, a paper assassin. Sarah’s breath hitched. She swiped at it, as if it were a rogue insect, and pushed the offending document away. Her fingers, usually nimble with a pen, fumbled with the stapler, crushing the metal. A low growl rumbled in her chest, a sound she hadn’t known she possessed. The air in her small apartment seemed suddenly thick, suffocating. She threw open the window, letting the city’s clamor spill in, but found no relief.

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