A cold sweat slicked down Leo’s palms, making the rented tuxedo feel suddenly too tight. He scanned the room, each face a blur of wedding finery, each conversation a potential minefield. He was so close to the bar. Just a few more steps. He needed a stiff drink.

Then he saw her. Across the crowded room, her fiery red hair was a beacon. His stomach lurched. He felt the blood drain from his face, leaving him feeling lightheaded. He desperately clutched the edge of the nearest table, trying to ground himself.

Her gaze met his and he quickly looked away, busying himself with adjusting his bow tie. His throat constricted. He found himself wishing he could disappear. He was trapped.

He felt a tap on his shoulder and jumped. It was the best man, offering a hearty handshake. He forced a smile, the muscles in his face protesting.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294