The ballroom seemed to spin. David gripped the edge of the bar, knuckles white. The clinking of glasses and the chatter of the crowd sounded distant, muffled. He hadn't slept properly in days, and now, the wedding reception felt like a bizarre, surreal dream.

He’d rehearsed a dozen different scenarios in his head, each one resulting in a variety of awkward or painful outcomes. He’d told himself he was over her, that he was fine, but the tightening in his chest suggested otherwise. He was acutely aware of every single movement he made.

He saw her across the room, laughing at something a friend had said. Time seemed to slow. He felt a wave of cold wash over him, leaving him shaky and off balance.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256