He’d said he was “running late,” again. The phrase echoed in Leo’s head, a hollow sound. He ran a hand over his sweating forehead, trying to remain composed as he sat in the dimly lit art gallery. Sunlight filtered through the dusty windows, illuminating specks of dust that danced ominously in the air. He glanced at the elegant woman beside him, her face a perfect mask of polite anticipation. They’d both received the same message, the same promise of a surprise.

The gallery door creaked open. A man, identical in description to the one who’d sent them both flowers, walked in. Leo’s stomach plunged.

The man, oblivious, began to approach, a wide smile plastered across his face. Leo felt his blood run cold. His hands trembled, and he clasped them tightly together to still the shaking. The woman’s smile faltered, her expression shifting to one of profound unease.

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