The envelope trembled in her hands. It was the only thing she'd been able to focus on all morning. The official-looking stationery, the crisp, precise handwriting. It contained a letter from her friend's company, a company where, according to the letter, he had never been employed. Her breath hitched in her throat.

She re-read the letter again and again. Each time, the words seemed to solidify, each word a condemnation. A chill permeated her entire body, and her fingers, which had grown accustomed to the warmth of her coffee mug, were now icy.

Her phone buzzed. It was him, asking if they could meet. She felt a wave of dizziness wash over her.

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