He saw the article on the magazine's website. The title, his title. The research, his research. The name, not his. He backed away from his computer, his heart lodging itself in his throat. He ran a hand through his hair, leaving it standing on end. He felt suddenly, intensely exposed.

He went to the window, the bright sunlight seeming to intensify the shadows in the room. He felt an urge to run, to vanish. He swallowed hard, the muscles in his neck constricting. He closed his eyes, fighting back the rising panic. "This can't be happening," he whispered, his voice barely audible.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309