The request from Jessica arrived just as Ben was enjoying a cup of coffee. He choked, spraying coffee across his laptop screen. He wiped his mouth, his hands unsteady. Jessica. The girl who used to torment him in middle school.

His hands began to tingle. He felt his face flush. He remembered the constant put-downs, the isolation, the feeling of being an outsider. He wished he'd never seen the notification. He wished it would all disappear.

The coffee cup felt heavy in his hand. He put it down, his mind racing. He was a successful lawyer now, he had a good life. But the old fear, the feeling of vulnerability, threatened to overwhelm him. He got up and walked to the window, staring out at the street, a picture of everything he used to avoid.

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