The tremor in David's hands was almost imperceptible as he clutched the steaming mug. He kept replaying the scene in his head, the park bench, the ice cream, the dog. He was supposed to be relaxed. Instead, his leg bounced incessantly under the table. Sarah's arrival brought a surge of heat to his face.

"Hey," she said, her voice bright, her eyes sparkling. She seemed genuinely happy to see him. David felt a wave of dizziness wash over him.

He was waiting to discuss their last camping trip. He wanted to refresh his memory of the time, the jokes, the inside stories, but most of all, the route they took. He had a map, but he felt like he was missing pieces to the puzzle. She sat, seemingly unfazed, and told him she'd 'forgotten all about it'.

"I just don't remember the river being so treacherous," he stammered, pulling at his collar. He recalled the steep climb, the fear, the moment they almost lost the supplies. Sarah’s account was utterly at odds with his recollection.

Sarah shrugged. "It was just a bit of a scramble, that's all, Dave." Her casual tone grated on his nerves. He felt a cold sweat prickling his skin. This disparity was making him feel as though he was in a dream. It was making him feel very, very alone.

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