The ballroom glittered. It was everything Leo had ever dreamed of, a lavish celebration for his eighteenth. Yet, he stood frozen by the entrance, his hand hovering over the doorknob. His friend, Alex, was having a more casual party at the skate park, on the same night.

His breath came in shallow, rapid pants. He fiddled with the cufflink on his crisp white shirt, his fingers suddenly clumsy. He imagined the judging eyes of the other guests, the inevitable comparison between his expensive affair and Alex's more easygoing celebration. It was like his insides were made of ice.

He glanced at his mother, beaming at him from across the room. She’d spent so much money. He couldn’t let her down. But the anticipation of humiliation, of a half-empty ballroom, made him want to bolt.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293