The email sat in Eleanor’s inbox, glowing with a malevolent light. She couldn’t bring herself to open it. The cursor blinked mockingly, a tiny white heartbeat against the dark screen. Her hands were clammy; she could feel the dampness beading on her palms. She ran a hand through her already messy hair, leaving it standing on end. The scent of burnt toast, a casualty of her distracted morning, hung in the air, but she couldn’t muster the energy to clear it. Her stomach felt like a lead weight.

The clock on her desk ticked with infuriating slowness. She imagined the editor, Mr. Blackwood, reading her manuscript, his expression a mask of polite indifference. The thought made her want to crawl under the covers and never resurface. What if it was awful? What if she’d wasted years?

She finally clicked on the email. The words swam before her eyes.

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