The coffee cup trembled in her grasp, the dark liquid threatening to spill with every involuntary tremor. The article, the culmination of her hopes and dreams, was plastered on the front page, but under another name. A strange, suffocating pressure built in her chest.

She went to the bathroom, splashing cold water on her face, trying to regain control. The reflection in the mirror was a stranger, eyes wide with a fear she couldn't articulate. Her hands wouldn't stop shaking.

She ran a hand through her hair, the strands catching on her unsteady fingers. The world tilted slightly as a wave of nausea washed over her. She knew she had to contact someone, but her fingers refused to move on the keyboard.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314