He stared at the book, spine cracked open to a page emblazoned with his own words. A cold trickle snaked down his spine. The glossy paper felt slick and wrong beneath his trembling fingertips.

The library was suddenly too quiet. Every rustle of a page, every whispered conversation, seemed amplified, each sound directed at him. His heart hammered against his ribs, a frantic drumbeat in the sudden stillness. He wanted to flee.

He closed the book, slammed it shut, and shoved it back on the shelf. The action was clumsy, hasty. He ran, not bothering to look back, and didn't stop until he reached the relative safety of the deserted music practice room. He closed the door, leaned against it, and inhaled a shaky breath.

He pulled out his phone, re-reading the email. The congratulatory tone felt like a mockery. He wished he had never written the damn thing.

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