The coffee cup trembled in Clara's hand, threatening to spill its contents. Her gaze was fixated on the magazine, the glossy pages reflecting the harsh overhead lighting of the coffee shop. The article, her article, was a masterpiece of storytelling. Now, "Arthur Finch" was being praised for it. A bitter taste coated her mouth.

She barely registered the barista calling her name. She stared at the words, the familiar sentences now alien, twisted by the false attribution. Her chest felt heavy, as if a great weight had been placed upon it.

She felt a compelling urge to rip the magazine to shreds. She clenched her fists so hard her nails dug into her palms. The world seemed to shrink around her, the cheerful chatter of other patrons fading into a distant, meaningless hum.

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