The flickering porch light cast long, dancing shadows across the neatly manicured lawn. Sarah watched, unseen from her bedroom window, as Mr. Henderson unloaded cases of wine from a black car that screamed affluence. Her stomach clenched. It was a brand she’d only seen in the glossy pages of magazines she couldn’t afford.

His house, always meticulously kept, suddenly seemed to loom. She remembered the quiet, the man who always waved cheerfully, the friendly smile. Now, she felt a chill creep down her spine. The knowledge, a heavy weight, pressed against her chest.

She quickly shut the blinds. The mundane view of her own, far less impressive, garden offered no comfort. A low whimper escaped her lips. She pulled the covers over her head, wishing the unsettling feeling would just disappear.

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