The old book, *The Collected Works of Edgar Allan Poe*, had been a gift. Now, as Daniel unfolded a brittle note from its pages, it felt like a curse. The letter was filled with cryptic warnings and veiled threats.

His hands shook as he read. His breath came in shallow, rapid pants. He squeezed his eyes shut for a moment. He hadn't expected a mystery to spill out of an old book.

He rose abruptly, the chair scraping loudly against the floor. He paced the length of his small apartment, the shadows cast by the streetlights dancing on the walls, making him feel disoriented. He decided to lock all the doors and windows.

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