He'd been avoiding this moment all night, feigning interest in small talk, dodging the dance floor. His smile felt brittle, glued to his face. The cater waiters, with their polite smiles and trays of canapés, seemed to be mocking him. He’d barely touched his food.

And then he saw her. Her familiar face, framed by the same soft curls, her familiar smile. A deep ache settled in his stomach, a dull throb. He found himself unable to breathe.

He immediately turned away, pretending to admire the view through the window, but he could feel her presence like a weight on his back. He longed to flee. He couldn't. He was a groomsman.

His palms were clammy. He surreptitiously wiped them on his trousers.

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