The antique music box sat on the teacher’s desk, a swirling crimson mahogany. Miss Eleanor Finch, her hands clammy, backed away slowly. The note attached was in a familiar scrawl, that of Bartholomew “Barty” Crumb, a boy she’d tutored in the forgotten art of cartography years ago. She swallowed, heart hammering against her ribs. He’d been quiet, almost spectral, a boy who’d traced the lines of maps with a morbid intensity.

Her gaze darted around the room, as if expecting to find Barty lurking in the shadows. The familiar scent of chalk dust and old books usually soothed her. Now, it was a suffocating blanket. She didn't want to open the box. She should call the police.

Taking a shaky breath, Eleanor reached out, her fingers trembling as she hovered over the box’s lid. The delicate brass clasp glinted, reflecting her anxious face. She couldn't bring herself to touch it. Every creak of the house, every rustle of leaves against the window, sounded like Barty’s approach.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309