The garage door slid open, revealing nothing but darkness. He ran a hand through his hair, his fingers tangling in the strands. The motorcycle, his escape, his freedom, was absent. He bit down on his lip, tasting the metallic tang of blood. The hairs on the back of his neck prickled.

His mind was a whirlpool of questions, of accusations. Was it a mistake? Was he being targeted? The world narrowed down to the space in front of him, the emptiness a void that threatened to swallow him whole. His breathing became rapid, shallow. He felt exposed and defenseless.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314