He had seen the tattoo on social media. A photo of a woman, smiling, proudly displaying his artwork. The artist, Jasper, felt a sudden, inexplicable anger. He’d never granted permission. He'd never even met the person.

He abruptly stood up from his desk, the chair scraping loudly against the floor. He went to the window, the city lights below blurring into a meaningless expanse. He felt a deep, profound sense of helplessness.

He knew he couldn’t stop it. He knew it was unlikely to be the last time. He wanted to smash something, anything, to release the pent-up tension that clawed at his insides.

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