The old school building stood before her, a hulking silhouette against the twilight sky. The windows were dark, the grounds deserted. A wave of nausea washed over her. She gripped her purse tightly, knuckles bone white. She could do this. She had to do this.

Inside, the classroom remained empty. He was there, at his desk, but... different. He looked up, his eyes meeting hers. He was searching. He paused, frowning.

"I...I don't recall you," he said. The words hit her like a blow. She swayed on her feet. The classroom seemed to spin.

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