The hum of the refrigerator seemed to vibrate through Leo’s teeth as he listened to Chris. Chris was talking about a snake, a beautiful, exotic snake. Leo ran his hand through his hair. He hadn’t felt this way in a long time. The thought of sharing their small space with a creature that ate live mice sent a cold sensation down his spine.

He felt a sudden ache behind his eyes. He imagined the snake escaping, slithering through the apartment, a constant source of dread. He pressed his lips together, trying to formulate a polite way to object.

"It will be fascinating," Chris said, his voice filled with delight. Leo stared at his hands, unable to meet his gaze.

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
🎉-0.233
happy-0.231
"-0.228