The champagne flute trembled in Amelia’s hand, the bubbles doing a nervous dance against the pale pink liquid. She’d been meticulously avoiding the buffet table, the dance floor, and any potential areas of overlap with him. The orchestra began a new song, a slow number, and she felt a cold dread creep up her spine. This was it. The inevitable.

She saw him then, a dark silhouette against the glittering lights of the chandelier. He was laughing, talking animatedly with someone. Her heart hammered a frantic rhythm against her ribs. She took a step back, nearly tripping over a bridesmaid’s discarded shoe. His eyes met hers, and her breath hitched. Time seemed to slow as a wave of heat washed over her face.

He started to move in her direction. She instinctively ducked behind a potted palm, the leaves brushing against her cheek. From her hiding place, she watched as he approached the very spot she’d just been. The laughter died in her throat.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294