The realtor had said the house had character. Emily now saw ‘character’ as code for ‘haunted.’ She’d heard a scratching sound, like a rodent, coming from behind the built-in bookshelves in the library. She'd dismissed it as the house settling. Now, though, it was back, louder, more insistent.

She tugged at the books, scanning the spines as she tried to dislodge one. Nothing budged. She felt it, then – a slight give. The entire shelf, it turned out, slid forward with a grinding rasp, revealing a doorway she hadn't known existed. She bit her lip, a cold sweat breaking out on her forehead.

The space within was shadowed, silent. A spiral staircase plunged downwards, disappearing into utter blackness. Every instinct screamed at her to turn and run. She found herself frozen, her feet planted.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258