“Ready to run the course, Dad?” Mark’s voice was too loud, too enthusiastic. The scent of motor oil and burnt rubber filled the garage, making Jennifer’s head spin. Her son's racing hobby, once a shared interest, had morphed into something obsessive, something dangerous. She stood by the window, watching him, her arms crossed tightly over her chest.

Mark, ignoring her silent presence, revved the engine of his custom-built go-kart, the sound a physical blow. She shut her eyes for a moment, picturing the inevitable, the potential for disaster. The thought brought cold sweat to her forehead.

The course, a winding track around the garden, seemed to shrink. She imagined him careening out of control, a tangle of metal and flesh. She clenched her jaw, the muscles aching. “Be careful, Mark,” she whispered, her voice lost in the engine's roar.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293