The afternoon sun cast long shadows across the empty street. He felt exposed, vulnerable. The letter was tucked in his jacket pocket, a constant weight against his chest. He pulled his collar up, as if that would offer some protection.

He hadn’t slept well in days. Every creak of the floorboards, every bump in the night, had him sitting bolt upright, heart racing. He hadn’t felt this way in a long, long time. He wanted to scream.

He ran a hand through his hair, leaving it standing on end. He avoided eye contact with anyone who passed him on the sidewalk. He kept his gaze fixed on the ground, hoping to blend into the shadows.

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