The airport buzzed with the roar of engines and the chatter of travelers. Sarah watched him from across the crowded terminal, a knot twisting in her stomach. He was waiting in line at security, his back to her. She wanted to run.

She walked towards him. He turned, the lines around his eyes deepening as he watched her approach. His expression was one of confusion. "Do I know you?" he asked, tilting his head.

Sarah's hand flew to her chest. She struggled to keep from trembling. The sound of her own heartbeat was deafening. "We used to... play by the river..." she stammered. He looked at her and shook his head, looking to the side. She realized she was alone.

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