Sarah clutched her coffee, the ceramic warmed against her trembling hands. The latest drawing from her niece, Lily, lay spread on the kitchen table. It depicted a grinning figure with mismatched buttons for eyes, perched on a branch of a weeping willow. It was the same figure that had haunted Sarah's own childhood, a figment named Mr. Snuggleworth. Her breath hitched. The air in the room suddenly felt thick, heavy. She felt a prickling sensation crawl across her skin.

She quickly shoved the drawing away. "Lily, honey, that's… that's a lovely tree." She tried to make her voice sound normal, light, but it cracked slightly. Lily, oblivious, skipped closer, eyes bright.

"He's watching me, Aunt Sarah," the little girl said, her voice laced with the naive innocence that made the situation all the more disturbing. Sarah wanted to run, to hide, to do anything other than stand there, feeling the invisible gaze of Mr. Snuggleworth following her, waiting.

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
šŸ˜–0.294
느껓0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294