The rusted metal box, unearthed in her grandmother’s neglected garden, felt cold against Sarah's trembling hands. She hadn’t been back to the old house in years, a lifetime of dust settling between her and that chapter. Now, standing alone amidst overgrown weeds and forgotten roses, a jumble of emotions churned inside her. Her breath hitched.

She hesitated, then popped the lock, the sound echoing unnaturally loud in the sudden quiet. Inside, layered in yellowed newspaper, were items she didn't recognize. A tarnished silver locket, a dried-out tube of lipstick, a worn copy of a book she’d never read. A coldness spread through her.

Panic clawed at her throat, constricting her airway. Whose life was this? Why had she buried it? The setting sun cast long, distorted shadows across the overgrown garden, and the trees seemed to lean in, as if to observe her. She dropped the box and backed away, stumbling over a root.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294