He stood in the doorway, hands shoved deep into his pockets. A cold sweat slicked his palms, making the denim of his jeans feel unfamiliar and strange. His vision swam, the ornate frames on the walls blurring at the edges. The room was a cacophony of voices, each one a tiny hammer blow against his skull.

A man, his face flushed and jovial, gestured towards the enormous sculpture that had somehow become his. "Incredible, isn't it? Such raw power!" he boomed, as he addressed another guest.

He wanted to scream, to shout and claw at the air. But all that escaped his lips was a strangled, "Yes," a sound that barely registered above the chatter. He considered making an abrupt exit, but the very thought of leaving felt dangerous, like walking into a trap.

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