The demolition crew’s heavy machinery rumbled like an approaching storm. Amelia clutched the faded photograph tighter, her knuckles bone-white. It was a picture of her, younger, beaming from the porch swing of the very house they were about to tear down. Her breath hitched, shallow and uneven. She hadn't visited in years, but the thought of it gone, erased, sent a cold prickle down her spine. The house had been her fortress, her haven; a safe place where monsters under the bed couldn't reach her.

The first clang of metal against wood echoed in the silent street. Amelia winced, her stomach twisting. She felt as though something vital was being ripped away from her. The world seemed to shrink around her, focusing on the slow, deliberate destruction unfolding before her eyes. Every brick, every window pane, every familiar detail vanished.

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