The news struck him like a physical blow. He sat frozen, unable to process the words he’d just read. His fingers tightened around the mouse, the knuckles turning white. The room seemed to grow smaller, the air thick and heavy. He felt a sudden, sharp pain in his chest, as if a fist had slammed into it.

His breath caught in his throat. He looked around his office, at the familiar books and framed photos. They now seemed distant and unreal. A strange detachment settled over him, as if he were watching himself from a great distance. He felt a need to shut down, to retreat into the silence of his own mind.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314