The air conditioning hummed, doing little to combat the sudden wave of heat that washed over Mark. He loosened his tie, a futile gesture against the internal pressure building inside him. The chatter of the crowd, usually comforting, now grated on his nerves.

He felt the insistent thrum of his pulse in his ears. His palms were slick, and his breath came in short, shallow gasps. He glanced at his father, beaming and clearly enjoying the attention, and a new wave of pressure washed over him.

He closed his eyes for a moment, steeling himself. He knew he had to do this, for them. But the thought of opening his mouth, of putting himself on display, made him want to bolt for the nearest exit.

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