The cafeteria buzzed with lunchtime chatter, but for Emily, the sounds faded into a dull roar. The sight of Mr. Thompson, her fourth-grade teacher, directing the lunch line had her paralyzed. He looked exactly the same. The same tweed jacket, the same furrowed brow.

She felt a hot flush crawl up her neck. Her stomach churned. She avoided eye contact, maneuvering her tray with exaggerated care. She remembered every comment, every pointed remark he had made about her.

She gripped her fork tightly. She was suddenly sixteen again, hiding in the corner, wanting to disappear. Her own son, Ben, oblivious, was already halfway through his pizza. She wanted to shield him, protect him. She wanted to take him away, far from this place, far from this man.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293