The racing bike felt alien beneath him. The handlebars, the seat, the whole machine was unfamiliar. He had been a runner, a creature of his own legs, his own strength. Now he had to rely on this mechanical contraption. The team needed him to try cycling.

He wobbled as he started, his muscles protesting. His vision blurred, the other cyclists seeming to glide effortlessly past him. He felt a burning sensation in his lungs, a tightness in his chest. Each turn, each hill felt like an insurmountable obstacle.

He struggled to keep pace, his legs screaming in protest. The wind felt like a physical blow. He gripped the handlebars tighter, his knuckles white, and his gaze focused on the road ahead.

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