Sweat beaded on Liam’s forehead as he scrolled through the online patent database. He’d been so sure, so certain. His invention, a revolutionary self-cleaning device for industrial machinery, was the culmination of years of work. He'd envisioned fame, fortune, the chance to finally escape his dead-end job.

He typed in the keywords, his fingers trembling. The website loaded, and then… there it was. A patent, granted months ago, for a device remarkably similar to his own. He felt a sudden, sickening drop in his stomach. The room seemed to shrink, the walls closing in. He sat back in his chair, trying to steady his breathing, but his lungs felt constricted.

He closed his eyes for a moment, trying to gather himself. But the image of his invention, his dream, now belonging to someone else, was burned into the back of his eyelids.

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