Her breath hitched in her throat as she waited in the cafe. The bell above the door chimed, and she jumped, spilling a little of her lukewarm latte. Across the table, Liam was hunched, his usual jovial face replaced with a tight mask of composure. The interview had been last week.

She couldn’t meet his gaze, instead focusing on the swirling pattern in her coffee. The silence was deafening. Every other sound – the clatter of plates, the barista’s call for a cappuccino – felt amplified, distorted. She picked at the frayed edge of her napkin, feeling a frantic energy bubbling within her.

He cleared his throat. "Well," he began, his voice barely a whisper. She flinched, bracing herself. Everything she had worked for was riding on this.

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