Sarah’s breath hitched. She clutched the worn leather of her volleyball, the familiar texture a small comfort against the tremor in her hands. The coach had pulled her aside after practice, beckoning her into the echoing stillness of the gymnasium office. Sunlight streamed through the dusty windows, illuminating swirling motes of dust that seemed to dance mockingly. Each step she took felt heavy, and the floorboards creaked under her weight.

The coach sat behind his desk, a stack of papers meticulously arranged before him. His expression was a mask, impossible to decipher. Sarah forced a smile, but it felt brittle and artificial. The words seemed stuck in her throat. Her stomach churned. The chair across from the coach seemed a mile away.

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