"Don't go near it, honey," her mother had warned, her voice thick with worry. But Clara couldn't stay away. She stood hidden behind a tall oak tree, her breath coming in shallow gasps. Her palms were clammy, and her vision was blurry.

She watched as the workers began stripping away the siding, revealing the house’s bare bones. It felt like watching someone slowly peel back the skin of a beloved relative. The sound of the machinery was an assault on her senses, a physical blow.

She closed her eyes, trying to transport herself back to a time when everything felt safe and secure. Back when she'd been a child, running through the house with abandon. When the future had seemed limitless. Now, all she could feel was a profound sense of loss, a bottomless pit of emptiness.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293