Sarah chewed the inside of her cheek, a nervous habit she hadn't realized she still had. The email notification had pinged just moments before the meeting. The subject line, ā€œVP Announcement.ā€ She'd opened it with a hesitancy that made her fingers feel clumsy.

Her heart hammered against her ribs, a frantic drumbeat that echoed in her ears. She could hear the blood rushing, a relentless hum that threatened to drown out her thoughts.

She kept replaying the last few months of her career. Each success, each failure, each interaction with the board. She picked at the chipped nail polish on her thumb. It was all that remained of the nail-biting that had been her constant companion for weeks.

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