The world seemed to tilt on its axis. β€œThe Secrets We Keep,” that was the title, and it was her name, Sarah, on the cover, albeit a fictionalized version of her. Her boyfriend, Ben, had always been so charming, so seemingly open. Now, his words revealed a different reality.

She gripped the counter, her knuckles white. She had found the manuscript hidden in the drawer, a volume of prose about a woman who bore her likeness but committed crimes she’d never dreamt of. The character was deceitful, callous.

Her stomach churned. A cold sweat broke out across her forehead. The room seemed cold, even though the sun was shining. She didn't know how to face him, the man who knew her deepest fears and had transformed them into a story.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314