"Another one?" Leo's wife asked, her voice laced with a weary humor. He nodded, holding the letter. "From… her?" His voice sounded strained, even to his own ears. He felt a knot forming in his throat.

He had promised himself he wouldn't let this happen again. He'd kept his distance. He'd moved on. He turned away from his wife and went into the garden, needing the fresh air. The letter in his hand felt hot, almost burning. He took a deep breath, trying to calm the racing of his pulse.

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