A coldness seeped into Daniel's bones as he stared at the pictures. His grandfather, the war hero, the steadfast patriarch of the family, grinning in a foreign cafe with a woman whose eyes held a light Daniel had never seen in his grandmother’s. He felt a constriction in his chest, making it difficult to breathe. He could feel his heart hammering against his ribs.

He tossed the photographs onto the floor. The sound, small as it was, made him jump. He spun around, as if expecting someone, something, to be there. The house felt alien, the familiar scent of old wood suddenly cloying and suffocating. He needed to be away from this. He needed the world to make sense again.

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