The late afternoon sun cast long shadows as Elara approached the old oak. It had been her sapling, planted with her father, almost twenty years ago. Now, a jagged, raw stump stared back at her. Her breath hitched. The wind seemed to suddenly pick up, rustling the remaining leaves on the neighboring trees in an agitated manner. A chill snaked up her spine, even though the air was still warm. She brought a hand to her chest, feeling a frantic hammering against her ribs. "No," she whispered, the word escaping her lips like a fragile breath.

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