He stared at the open book in his lap, the pages blurring. A cold dread seeped into his bones, chilling him from the inside out. The plot twist, the emotional climax, the very core of his story – lifted, almost word-for-word, from his unpublished manuscript. The author's latest bestseller, the novel he'd pre-ordered and devoured with rapturous enjoyment, was a tapestry woven from his own stolen threads.

His heart hammered against his ribs, a frantic drumbeat in the quiet room. He felt a wave of nausea, the sudden urge to flee, to disappear. He jumped up, knocking over the coffee table, scattering the remnants of his late-night snack. He didn't bother to clean it up; he just wanted to escape the scene of the crime.

He grabbed his coat and keys, his hands fumbling. He needed air, needed to be anywhere but here. The front door slammed shut behind him with a resounding echo, a sound that seemed to chase him down the hallway as he raced towards the elevator.

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