He watched as his friend approached the table, his smile wide and disarming. It took every ounce of his willpower not to bolt. He had the receipts, the bank statements, the evidence that his friend's supposed business was a phantom creation. The entire business was a front.

The restaurant was too bright, too crowded. The clatter of cutlery and the murmur of conversations grated on his nerves. He felt a cold sweat prickling his skin.

He forced himself to meet his friend’s gaze, to feign a smile. He knew the confrontation was inevitable, and the thought made him feel fragile, vulnerable. The world seemed to shrink around him.

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