He stood in the doorway, a stranger in the familiar hallway of her childhood home. Mark. He was supposed to be Mark, the boy who'd spent countless summer days with her, mapping the woods behind her house. "I... I think you have the wrong person," he said, his brow furrowed. His voice was a flat monotone.

Her breath hitched. Her stomach plummeted, a sudden, sickening drop. She stepped back, bumping into the coat rack. The old wooden frame shuddered. Her pulse hammered against her ribs, a frantic, panicked rhythm. The air seemed to thicken, heavy and hard to breathe. The scent of pine needles, a smell that once brought comfort, now felt alien and menacing.

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