The gallery was packed, a swirl of art enthusiasts and pretentious chatter. Clara scanned the room, her gaze searching. Then she saw Ben. He was talking animatedly to a group of people, gesturing with his hands. She felt a sudden lightness in her head. He looked so comfortable, so at ease. She suddenly felt a sharp, stabbing pain in her stomach.

She hadn’t expected this. She wasn’t ready. She tried to steady herself, taking a deep breath. She approached him, each step felt like he was wading through molasses. "Ben?" she called out, hoping to sound casual.

He turned, and a polite smile appeared on his face. “Hello,” he said, but his eyes were empty of recognition. “Have we met?” The blood drained from her face. She felt herself sway.

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