From across the room, Daniel watched his roommate, Mark, close his journal and slowly, almost deliberately, place it back on the nightstand. Sweat beaded on Daniel's forehead. His throat constricted; swallowing was impossible.

He focused on the book in his hands, pretending to read. But the words blurred, incomprehensible. He felt like he was trapped, caught in a cage that was rapidly shrinking.

"Everything okay, Dan?" Mark asked, his voice deceptively casual. Daniel’s breath hitched.

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