The first print run was a disaster; the book had been pulled from the shelves. Now, it was everywhere. It was a digital ghost. Every article, every blog post, referenced the biography. He found himself avoiding mirrors, the man staring back at him felt like a stranger. The knowledge that people were reading his innermost thoughts, the secrets he thought were safe, fueled a constant state of unease.

He locked himself in his study, the room usually a sanctuary, now felt like a prison cell. He walked back and forth, unable to settle, his mind racing, searching for answers. He kept imagining faces peering out from the digital shadows. He felt a need to scream.

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