John had always considered himself a practical man. Now, standing in his newly renovated kitchen, he felt a knot tighten in his chest. The detective, a stern woman with tired eyes, had shown him the autopsy report. The victim had been found right here, next to where his new island now sat.

He ran a hand through his hair, his fingers tangling. The vibrant, newly painted walls seemed to press in on him. He abruptly stepped back, colliding with the counter. The metallic tang of blood filled his mouth. He blinked, tasting phantom iron. He had to get out, now.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294