The phone slipped from David's numb fingers and clattered to the floor. The article. His article. Under someone else's name. A burning sensation erupted in his chest, spreading outwards. He could barely breathe.

He stumbled backward, seeking support against the wall. The room spun. The image of the false byline, "Olivia Thorne," swam before his eyes. He felt a wave of dizziness, threatening to pull him under.

He needed to escape. He fumbled for his keys, his hands shaking so violently he could barely hold them. He rushed outside, gulping down the cool evening air. The city lights blurred through his unshed tears.

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