The coffee tasted like ash in his mouth. Ben checked the time again, even though he knew it was barely past nine. He kept replaying the conversation in his head. Sarah had mentioned "Camp Pine Ridge" casually, as if it were a common experience. He’d recognized the name instantly.

His gaze flicked toward her desk. She was engrossed in a phone call, her back to him. He found himself studying the curve of her neck, searching for some familiar detail. He felt a prickly sensation crawl across his skin, like a thousand tiny needles.

He forced himself to take a deep breath, fighting the sudden urge to run. The thought of running into her at the company picnic next week had him feeling lightheaded. He grabbed his water bottle and walked towards the kitchen, hoping to distract himself with the mundane.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228