The knock echoed through the house, making the old floorboards jump. A tremor ran through Amelia as she peered through the curtains. Mr. Henderson, his face a ruddy map of apologies, stood on the cracked paving stones. Her breath hitched. She fiddled with the hem of her oversized sweater, her knuckles white.

He gestured towards the towering oak, its branches a skeletal silhouette against the bruised twilight sky. "Just a little trim, you see. Roots are causing problems on my side…" His voice trailed off, but his eyes held a steely glint that made Amelia's stomach churn.

Her hands clenched. She mumbled, "I... I'll have to think about it." The thought of that tree falling, revealing the empty space next door, where only the darkness of the woods would now be was like a icy hand gripping her chest. She shut the door, bolting it firmly, the metallic clang a hollow echo in the suddenly silent house.

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