"It was so funny," Chloe said, her voice lilting, as she leaned back in her chair. She smiled, her eyes crinkling at the corners. They were talking about their high school graduation. She remembered a shared prank, a silly thing that had ended with the principal covered in glitter. Chloe was practically giddy.

I remember it differently, thought Mark, the words catching in his throat. He ran his hand through his hair, a nervous habit heโ€™d developed over the years. He remembered the anger in the principal's voice, the shame heโ€™d felt when he'd realized the consequences, the way everyone had turned to him for leadership. The light, airy memory Chloe shared seemed to belong to someone else. He felt a chill creep up his spine.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228