The notice had been delivered this morning, a crisp white rectangle that landed on Amelia’s desk like a death sentence. The Research and Development department. She’d heard whispers about it, a labyrinth of white coats and hushed conversations about things she couldn’t even begin to grasp. Her hands, usually steady as she typed up expense reports, now trembled.

She stared at the clock. Tick. Tick. Each second felt like an eternity, the hands mocking her immobility. A wave of nausea rolled over her, making her stomach churn. The thought of leaving the familiar hum of the accounting department, the comforting order of spreadsheets, and stepping into the unknown made her palms clammy. She pressed her fingertips together, trying to ground herself, but it was no use.

“Amelia?” Her boss, Mr. Henderson, stood in the doorway, his brow furrowed. She swallowed hard, wishing desperately she could disappear. “Ready to go over your transition?”

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294