The wedding was in full swing, music blaring, champagne flowing. He spotted Olivia across the dance floor, laughing and surrounded by friends. He stood frozen by the bar, the knot in his stomach tightening. His hands went clammy. He should just leave, he thought, turning towards the exit. But his feet wouldn’t cooperate.

The years had been kind to her. He watched her for a long moment, the familiar feeling of being caught in a trap building in his stomach. He made his way to the dance floor, maneuvering through the throng. "Olivia?" he said, his voice barely audible above the music.

She turned, her face lit up, but not for him. "Oh, hi!" she said, her smile friendly. "I'm sorry, do I know you?" The music seemed to fade away. He felt a cold sweat break out on his forehead.

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