He stared at the email, the words a jumbled mess on the screen. The subject line: "Regarding Your Unpublished Manuscript and the Recent Book by Victor Sterling." David’s mouth went dry. Victor Sterling was the author he'd always admired, his guiding light.

The email's contents were blunt, accusing. Parallels, similarities, direct lifted phrases. The email included an attachment – a side-by-side comparison of David’s unpublished work and Sterling’s newly released novel. He barely managed to click it open.

He felt a sudden, intense heat, a flush that spread from his chest to his face. He leaned back in his chair, his hands clenched into fists. His heart hammered in his chest, a drumbeat of panic. He abruptly rose from his chair, pacing in tight, agitated circles.

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