The house seemed to hold its breath as she ascended the attic stairs. She hated the feeling of being enclosed. A shiver ran down her spine, and she wished she hadn’t agreed to do this. She had a bad feeling about this place.

The air was stagnant, heavy with the scent of decay. She cast her light around the dusty space. She noticed a doll, seated in the corner. Its dress was tattered, and its painted face was chipped. Something about the doll’s stillness, and the way it seemed to watch her, made her skin crawl.

She forced herself to move closer, her steps slow and hesitant. The doll's eyes seem to change. She backed away slowly, never taking her eyes off the doll. She turned and fled, not looking back.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314