He had to lean against the wall in the hallway. The diagnosis hung in the air, a dark cloud obscuring everything. His chest felt constricted, as though a vise was slowly tightening around it. The specialist’s words, a cascade of medical terminology, were a blur of sound and dread. He felt his vision begin to tunnel. The world narrowed, focusing solely on the crushing weight of his predicament.

The specialist said he should join a group.

He arrived at the meeting and slowly walked in. A man with a missing leg was standing near the coffee urn. He looked up and gave him a grim smile and a brief nod. He felt his own pulse quicken.

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