The attic air hung thick and dusty, catching in Clara's throat. She clutched the yellowed paper, her knuckles white. Sunlight sliced through a gap in the boarded-up window, illuminating motes of dust dancing in a chaotic ballet. Her mother’s handwriting, looping and familiar, stared back at her. *Go skydiving.* A chill snaked down her spine, and she hunched her shoulders, suddenly aware of the shadows stretching long and distorted in the corners. She’d always imagined her mother as… safe. Predictable. The list felt like a challenge, a dare from beyond the grave.

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