She'd been so excited when she received the acceptance letter. Now, staring at the glossy publication, the essay felt like a burden. A deep, cold dread settled in her stomach.

She ran her hand through her hair, desperate to unravel the knot of anxiety that had formed. The thought of other students reading her story, knowing her secrets, made her skin crawl.

She felt a growing panic rise. She had shared her struggles, her vulnerabilities. Now they were exposed, on display. She had an overwhelming need to undo the past, but the essay was now a permanent fixture, an immutable truth.

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