The string quartet's music suddenly sounded too loud, too insistent. Her mouth went dry. She could feel the blood draining from her face, leaving her feeling lightheaded. He was right there, across the dance floor, laughing with a woman she vaguely recognized.

She fiddled with the strap of her purse, her fingers clumsy and fumbling. She wanted to disappear. The floor seemed to tilt beneath her feet. She was certain everyone was watching her, judging her.

The wedding, which had been anticipated with such excitement, now felt like a cage. She took a deep, shaky breath, trying to regain some semblance of composure. She forced a smile, a gesture that felt foreign, artificial, as she watched him take the woman's hand.

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